NAACL 2025 Accepted Papers

The full list of 1,274 papers accepted at NAACL 2025 (North American Chapter of the Association for Computational Linguistics). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1. GPT-NER: Named Entity Recognition via Large Language ModelsFindings421 citations
2. RewardBench: Evaluating Reward Models for Language ModelingFindings254 citations
3. ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsLong92 citations
4. UFO: A UI-Focused Agent for Windows OS InteractionLong86 citations
5. GRAG: Graph Retrieval-Augmented GenerationFindings73 citations
6. Huatuo-26M, a Large-scale Chinese Medical QA DatasetFindings71 citations
7. In-Context Learning with Long-Context Models: An In-Depth ExplorationLong65 citations
8. Simulating Classroom Education with LLM-Empowered AgentsLong61 citations
9. EASYTOOL: Enhancing LLM-based Agents with Concise Tool InstructionLong60 citations
10. LMMs-Eval: Reality Check on the Evaluation of Large Multimodal ModelsFindings56 citations
11. FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language ModelsLong52 citations
12. DreamSync: Aligning Text-to-Image Generation with Image Understanding FeedbackLong47 citations
13. KMMLU: Measuring Massive Multitask Language Understanding in KoreanLong46 citations
14. AudioBench: A Universal Benchmark for Audio Large Language ModelsLong44 citations
15. LiPO: Listwise Preference Optimization through Learning-to-RankLong44 citations
16. Alleviating Hallucinations of Large Language Models through Induced HallucinationsFindings43 citations
17. KnowAgent: Knowledge-Augmented Planning for LLM-Based AgentsFindings41 citations
18. Unfamiliar Finetuning Examples Control How Language Models HallucinateLong41 citations
19. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-ImprovementFindings37 citations
20. Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language ModelsLong37 citations
21. Benchmarking Large Language Models on Answering and Explaining Challenging Medical QuestionsLong35 citations
22. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsLong34 citations
23. ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App ScreenshotsLong34 citations
24. xLAM: A Family of Large Action Models to Empower AI Agent SystemsLong34 citations
25. The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-DeterminismLong33 citations
26. Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion ModelsFindings31 citations
27. Hello Again! LLM-powered Personalized Agent for Long-term DialogueLong29 citations
28. ImgTrojan: Jailbreaking Vision-Language Models with ONE ImageLong28 citations
29. SciAssess: Benchmarking LLM Proficiency in Scientific Literature AnalysisFindings28 citations
30. Clarify When Necessary: Resolving Ambiguity Through Interaction with LMsFindings27 citations
31. MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM FinetuningLong27 citations
32. ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use CapabilitiesFindings27 citations
33. What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt EngineeringLong26 citations
34. Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsLong24 citations
35. Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive DemonstrationsFindings24 citations
36. Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific PlotsFindings23 citations
37. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of StereotypesShort23 citations
38. ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMsLong21 citations
39. EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary AlgorithmsLong21 citations
40. Octopus: On-device language model for function calling of software APIsIndustry21 citations
41. TESTEVAL: Benchmarking Large Language Models for Test Case GenerationFindings21 citations
42. Self-Generated Critiques Boost Reward Modeling for Language ModelsLong20 citations
43. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuningFindings17 citations
44. CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph DatabasesLong17 citations
45. Improving Reward Models with Synthetic CritiquesFindings17 citations
46. Induction Heads as an Essential Mechanism for Pattern Matching in In-context LearningFindings17 citations
47. Vision-Language Models Can Self-Improve Reasoning via ReflectionLong17 citations
48. CollabStory: Multi-LLM Collaborative Story Generation and Authorship AnalysisFindings15 citations
49. Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented GenerationLong15 citations
50. Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient ReasoningFindings15 citations
51. RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and RefinementLong15 citations
52. Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report GenerationLong14 citations
53. MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific WorkflowsFindings14 citations
54. Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning LanguagesLong14 citations
55. Are We Done with MMLU?Long13 citations
56. Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in ConversationFindings13 citations
57. ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender SystemsFindings13 citations
58. Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with PsychometricsFindings13 citations
59. MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer DecodingFindings13 citations
60. OLMES: A Standard for Language Model EvaluationsFindings13 citations
61. The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model designLong13 citations
62. Can Unconfident LLM Annotations Be Used for Confident Conclusions?Long12 citations
63. Direct Preference Optimization of Video Large Multimodal Models from Language Model RewardLong12 citations
64. Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural KnowledgeLong12 citations
65. Fine-Tuning Large Language Models with Sequential InstructionsLong12 citations
66. Neuro-Symbolic Integration Brings Causal and Reliable Reasoning ProofsFindings12 citations
67. SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking DialogsFindings12 citations
68. A Closer Look into Mixture-of-Experts in Large Language ModelsFindings11 citations
69. CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis GenerationFindings11 citations
70. Data Poisoning for In-context LearningFindings11 citations
71. Infogent: An Agent-Based Framework for Web Information AggregationFindings11 citations
72. L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional ObjectsSystem Demonstrations11 citations
73. LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language ModelsFindings11 citations
74. Soft Prompting for Unlearning in Large Language ModelsLong11 citations
75. Speculative Diffusion Decoding: Accelerating Language Generation through DiffusionLong11 citations
76. WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and ResponseFindings11 citations
77. WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global CuisinesLong11 citations
78. Can Large Language Models Generate High-quality Patent Claims?Findings10 citations
79. Causal Inference with Large Language Model: A SurveyFindings10 citations
80. Decoding Speculative DecodingLong10 citations
81. DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image GenerationFindings10 citations
82. Few-shot Personalization of LLMs with Mis-aligned ResponsesLong10 citations
83. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim GenerationFindings10 citations
84. Protecting Privacy in Multimodal Large Language Models with MLLMU-BenchLong10 citations
85. SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian LanguagesSystem Demonstrations10 citations
86. TEaR: Improving LLM-based Machine Translation with Systematic Self-RefinementFindings10 citations
87. VLind-Bench: Measuring Language Priors in Large Vision-Language ModelsFindings10 citations
88. AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion GenerationFindings9 citations
89. Attention Tracker: Detecting Prompt Injection Attacks in LLMsFindings9 citations
90. CodeTree: Agent-guided Tree Search for Code Generation with Large Language ModelsLong9 citations
91. Is Semantic Chunking Worth the Computational Cost?Findings9 citations
92. Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language ModelsLong9 citations
93. On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMsLong9 citations
94. QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online ForumsFindings9 citations
95. Revealing the Barriers of Language Agents in PlanningLong9 citations
96. SELFGOAL: Your Language Agents Already Know How to Achieve High-level GoalsLong9 citations
97. AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive ScenariosLong8 citations
98. Code-Optimise: Self-Generated Preference Data for Correctness and EfficiencyFindings8 citations
99. Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-ExpertsLong8 citations
100. Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex ReasoningLong8 citations
101. Exploring Safety-Utility Trade-Offs in Personalized Language ModelsLong8 citations
102. From Distributional to Overton Pluralism: Investigating Large Language Model AlignmentLong8 citations
103. Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse LanguagesLong8 citations
104. Large Language Models for Anomaly and Out-of-Distribution Detection: A SurveyFindings8 citations
105. MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient EvaluationLong8 citations
106. Model Surgery: Modulating LLM’s Behavior Via Simple Parameter EditingLong8 citations
107. Navigating the Path of Writing: Outline-guided Text Generation with Large Language ModelsIndustry8 citations
108. Repetition Neurons: How Do Language Models Produce Repetitions?Short8 citations
109. The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant UnitsLong8 citations
110. Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning AttacksFindings8 citations
111. Uncovering Bias in Large Vision-Language Models at Scale with CounterfactualsLong8 citations
112. UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language ModelFindings8 citations
113. Verifiable by Design: Aligning Language Models to Quote from Pre-Training DataLong8 citations
114. Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based EvaluationLong7 citations
115. Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal ModelsLong7 citations
116. CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language ModelsLong7 citations
117. Correcting Negative Bias in Large Language Models through Negative Attention Score AlignmentLong7 citations
118. DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order OptimizationFindings7 citations
119. Evaluating Cultural and Social Awareness of LLM Web AgentsFindings7 citations
120. From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context LearningLong7 citations
121. GenSim: A General Social Simulation Platform with Large Language Model based AgentsSystem Demonstrations7 citations
122. High-Dimension Human Value Representation in Large Language ModelsLong7 citations
123. IrokoBench: A New Benchmark for African Languages in the Age of Large Language ModelsLong7 citations
124. Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity TheoryLong7 citations
125. Teaching Models to Balance Resisting and Accepting PersuasionLong7 citations
126. TurkingBench: A Challenge Benchmark for Web AgentsLong7 citations
127. UCFE: A User-Centric Financial Expertise Benchmark for Large Language ModelsFindings7 citations
128. A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via VisualizationLong6 citations
129. CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language ModelsFindings6 citations
130. Can LLMs Convert Graphs to Text-Attributed Graphs?Long6 citations
131. Can LLMs Learn Macroeconomic Narratives from Social Media?Findings6 citations
132. DHP Benchmark: Are LLMs Good NLG Evaluators?Findings6 citations
133. HIGGS: Pushing the Limits of Large Language Model Quantization via the Linearity TheoremLong6 citations
134. Investigating Human Values in Online CommunitiesLong6 citations
135. LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language ModelsFindings6 citations
136. Language Models “Grok” to CopyShort6 citations
137. Large Language Models Reflect Human Citation Patterns with a Heightened Citation BiasFindings6 citations
138. MLLM-Bench: Evaluating Multimodal LLMs with Per-sample CriteriaLong6 citations
139. MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL TranslationLong6 citations
140. Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsLong6 citations
141. On the Impact of Fine-Tuning on Chain-of-Thought ReasoningLong6 citations
142. Prompt Compression for Large Language Models: A SurveyLong6 citations
143. REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM RelianceLong6 citations
144. ReIFE: Re-evaluating Instruction-Following EvaluationLong6 citations
145. Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown QuestionsLong6 citations
146. Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model TrainingLong6 citations
147. Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design PrototypingLong6 citations
148. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsLong6 citations
149. ThoughtSculpt: Reasoning with Intermediate Revision and SearchFindings6 citations
150. Understanding Reference Policies in Direct Preference OptimizationFindings6 citations
151. Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rateLong6 citations
152. AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM GuardrailsLong5 citations
153. AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric KnowledgeLong5 citations
154. Benchmarking Language Model Creativity: A Case Study on Code GenerationLong5 citations
155. CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic EnvironmentsLong5 citations
156. Do Large Language Models Align with Core Mental Health Counseling Competencies?Findings5 citations
157. DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math ImagesLong5 citations
158. FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAGFindings5 citations
159. HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy ApplicationsIndustry5 citations
160. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational RetrievalLong5 citations
161. Language Modeling with Editable External KnowledgeFindings5 citations
162. Language Models are Crossword SolversLong5 citations
163. Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication UseLong5 citations
164. M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language ModelsLong5 citations
165. MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison FeedbackLong5 citations
166. MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsLong5 citations
167. Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive LanguageLong5 citations
168. Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided DecodingFindings5 citations
169. Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning ParadigmFindings5 citations
170. One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversityLong5 citations
171. PAPILLON: Privacy Preservation from Internet-based and Local Language Model EnsemblesLong5 citations
172. Patent-CR: A Dataset for Patent Claim RevisionLong5 citations
173. PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and DetectionLong5 citations
174. Probing-RAG: Self-Probing to Guide Language Models in Selective Document RetrievalFindings5 citations
175. ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy ModelsFindings5 citations
176. SimulBench: Evaluating Language Models with Creative Simulation TasksFindings5 citations
177. Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation EngineeringLong5 citations
178. Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language ModelsLong5 citations
179. The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias DetectionFindings5 citations
180. Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem SolvingFindings5 citations
181. Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language ModelsFindings5 citations
182. Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive PromptsLong5 citations
183. VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and MusicSystem Demonstrations5 citations
184. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluationFindings5 citations
185. mHumanEval - A Multilingual Benchmark to Evaluate Large Language Models for Code GenerationLong5 citations
186. A Logical Fallacy-Informed Framework for Argument GenerationLong4 citations
187. A Probabilistic Framework for LLM Hallucination Detection via Belief Tree PropagationLong4 citations
188. A Template Is All You MemeLong4 citations
189. Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM AgentsFindings4 citations
190. Adaptive Retrieval-Augmented Generation for Conversational SystemsFindings4 citations
191. AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMsFindings4 citations
192. BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in AlignmentLong4 citations
193. Beemo: Benchmark of Expert-edited Machine-generated OutputsLong4 citations
194. Benchmarking Distributional Alignment of Large Language ModelsLong4 citations
195. Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You InFindings4 citations
196. CAVE: Controllable Authorship Verification ExplanationsLong4 citations
197. CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior TherapyLong4 citations
198. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented GenerationFindings4 citations
199. Can’t Hide Behind the API: Stealing Black-Box Commercial Embedding ModelsFindings4 citations
200. CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-ExpertsLong4 citations
201. Challenges in Trustworthy Human Evaluation of ChatbotsFindings4 citations
202. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual WorldsLong4 citations
203. Conformalized Answer Set Prediction for Knowledge Graph EmbeddingLong4 citations
204. Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in IndonesiaIndustry4 citations
205. Cross-lingual Transfer of Reward Models in Multilingual AlignmentShort4 citations
206. DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context LearningLong4 citations
207. Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End EngineeringLong4 citations
208. Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language ModelsLong4 citations
209. Evaluating Morphological Compositional Generalization in Large Language ModelsLong4 citations
210. Evaluating the Performance of Large Language Models via DebatesFindings4 citations
211. FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsShort4 citations
212. FedSpaLLM: Federated Pruning of Large Language ModelsLong4 citations
213. From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial InjectionLong4 citations
214. Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM AgentsFindings4 citations
215. LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling MatricesLong4 citations
216. Language Models Can Infer Action Semantics for Symbolic Planners from Environment FeedbackLong4 citations
217. Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification ToolsLong4 citations
218. Learning to Summarize from LLM-generated FeedbackLong4 citations
219. Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and CapabilitySystem Demonstrations4 citations
220. MILU: A Multi-task Indic Language Understanding BenchmarkLong4 citations
221. MixLLM: Dynamic Routing in Mixed Large Language ModelsLong4 citations
222. MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart ProblemsLong4 citations
223. NormAd: A Framework for Measuring the Cultural Adaptability of Large Language ModelsLong4 citations
224. On Positional Bias of Faithfulness for Long-form SummarizationLong4 citations
225. RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language ModelsLong4 citations
226. Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringLong4 citations
227. Self-Pluralising Culture Alignment for Large Language ModelsLong4 citations
228. Specializing Large Language Models to Simulate Survey Response Distributions for Global PopulationsLong4 citations
229. StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style DiffusionLong4 citations
230. Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)Findings4 citations
231. ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue SynthesisLong4 citations
232. Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language ModelsFindings4 citations
233. Towards Knowledge Checking in Retrieval-augmented Generation: A Representation PerspectiveLong4 citations
234. Transformer-based Causal Language Models Perform ClusteringFindings4 citations
235. VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-TuningLong4 citations
236. A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language ModelsLong3 citations
237. A Novel Computational Modeling Foundation for Automatic Coherence AssessmentLong3 citations
238. A Systematic Study of Cross-Layer KV Sharing for Efficient LLM InferenceShort3 citations
239. Advocating Character Error Rate for Multilingual ASR EvaluationFindings3 citations
240. Analyzing and Evaluating Correlation Measures in NLG Meta-EvaluationLong3 citations
241. Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance ParaphrasingFindings3 citations
242. CAMEL-Bench: A Comprehensive Arabic LMM BenchmarkFindings3 citations
243. Causally Testing Gender Bias in LLMs: A Case Study on Occupational BiasFindings3 citations
244. Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-StepFindings3 citations
245. ComPO: Community Preferences for Language Model PersonalizationLong3 citations
246. Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via AbstractionShort3 citations
247. Data-centric NLP Backdoor Defense from the Lens of MemorizationFindings3 citations
248. Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language ModelsSystem Demonstrations3 citations
249. Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection AssumptionsFindings3 citations
250. Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question AnsweringFindings3 citations
251. Efficient Prompting for Continual Adaptation to Missing ModalitiesLong3 citations
252. Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual TranslationIndustry3 citations
253. Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language ModelsIndustry3 citations
254. Enhancing Temporal Understanding in LLMs for Semi-structured TablesFindings3 citations
255. Evaluating the Prompt Steerability of Large Language ModelsLong3 citations
256. FIRE: Fact-checking with Iterative Retrieval and VerificationFindings3 citations
257. Faux Polyglot: A Study on Information Disparity in Multilingual Large Language ModelsLong3 citations
258. From Single to Multi: How LLMs Hallucinate in Multi-Document SummarizationFindings3 citations
259. GPT-4V Cannot Generate Radiology Reports YetFindings3 citations
260. GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt DesignFindings3 citations
261. Grounding Fallacies Misrepresenting Scientific Publications in EvidenceLong3 citations
262. H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on TablesLong3 citations
263. How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMsLong3 citations
264. In-Context Example Selection via Similarity Search Improves Low-Resource Machine TranslationFindings3 citations
265. Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language ModelsLong3 citations
266. Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta InstructionLong3 citations
267. Knowledge Graph-Guided Retrieval Augmented GenerationLong3 citations
268. LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting ProblemsLong3 citations
269. LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMsLong3 citations
270. LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMsLong3 citations
271. LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs?Long3 citations
272. Language Models Encode Numbers Using Digit Representations in Base 10Short3 citations
273. Large Language Models Are Cross-Lingual Knowledge-Free ReasonersLong3 citations
274. LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media ContentFindings3 citations
275. MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data UncertaintyFindings3 citations
276. Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision–Language ModelsLong3 citations
277. Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical StudyLong3 citations
278. Navigating the Cultural Kaleidoscope: A Hitchhiker’s Guide to Sensitivity in Large Language ModelsLong3 citations
279. Open Domain Question Answering with Conflicting ContextsFindings3 citations
280. Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMsFindings3 citations
281. ReachAgent: Enhancing Mobile Agent via Page Reaching and OperationLong3 citations
282. ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM ReasoningFindings3 citations
283. Reverse Thinking Makes LLMs Stronger ReasonersLong3 citations
284. RuleR: Improving LLM Controllability by Rule-based Data RecyclingShort3 citations
285. SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State MachineFindings3 citations
286. SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity MixtureLong3 citations
287. Scaling Up Membership Inference: When and How Attacks Succeed on Large Language ModelsFindings3 citations
288. Self-Harmonized Chain of ThoughtLong3 citations
289. Style Transfer with Multi-iteration Preference OptimizationLong3 citations
290. Substance Beats Style: Why Beginning Students Fail to Code with LLMsLong3 citations
291. SwissADT: An Audio Description Translation System for Swiss LanguagesIndustry3 citations
292. Token-based Decision Criteria Are Suboptimal in In-context LearningLong3 citations
293. Towards Zero-Shot Multimodal Machine TranslationFindings3 citations
294. UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language ModelsLong3 citations
295. Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop StrategyFindings3 citations
296. Unifying AI Tutor Evaluation: An Evaluation Taxonomy for Pedagogical Ability Assessment of LLM-Powered AI TutorsLong3 citations
297. VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented GenerationLong3 citations
298. VividMed: Vision Language Model with Versatile Visual Grounding for MedicineLong3 citations
299. What Is Missing in Multilingual Visual Reasoning and How to Fix ItFindings3 citations
300. 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional SupervisionFindings2 citations
301. A Distributional Perspective on Word Learning in Neural Language ModelsLong2 citations
302. A Recipe of Parallel Corpora Exploitation for Multilingual Large Language ModelsFindings2 citations
303. AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM AgentsLong2 citations
304. ALiiCE: Evaluating Positional Fine-grained Citation GenerationLong2 citations
305. AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African LanguagesLong2 citations
306. AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location PredictionLong2 citations
307. An empirical study of validating synthetic data for formula generationFindings2 citations
308. Analyzing (In)Abilities of SAEs via Formal LanguagesLong2 citations
309. Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI TechnologiesFindings2 citations
310. Avoiding Copyright Infringement via Large Language Model UnlearningFindings2 citations
311. Babysit A Language Model From Scratch: Interactive Language Learning by Trials and DemonstrationsLong2 citations
312. Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMsFindings2 citations
313. Beyond Words: Exploring Cultural Value Sensitivity in Multimodal ModelsFindings2 citations
314. CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question AnsweringFindings2 citations
315. Cascading Large Language Models for Salient Event Graph GenerationLong2 citations
316. Claim-Guided Textual Backdoor Attack for Practical ApplicationsFindings2 citations
317. CoME: An Unlearning-based Approach to Conflict-free Model EditingLong2 citations
318. CogLM: Tracking Cognitive Development of Large Language ModelsLong2 citations
319. Computational Discovery of Chiasmus in Ancient Religious TextShort2 citations
320. Concise and Organized Perception Facilitates Reasoning in Large Language ModelsFindings2 citations
321. Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language ModelSystem Demonstrations2 citations
322. DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented GenerationLong2 citations
323. Decoding Hate: Exploring Language Models’ Reactions to Hate SpeechLong2 citations
324. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question AnsweringLong2 citations
325. Diversity Helps Jailbreak Large Language ModelsLong2 citations
326. DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text SummarizationFindings2 citations
327. Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language ModelsFindings2 citations
328. ESPnet-SpeechLM: An Open Speech Language Model ToolkitSystem Demonstrations2 citations
329. Efficient Continual Pre-training of LLMs for Low-resource LanguagesIndustry2 citations
330. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual AugmentationLong2 citations
331. Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition FrameworkLong2 citations
332. Entropy-Based Decoding for Retrieval-Augmented Large Language ModelsLong2 citations
333. Exploring the Potential of Large Language Models for Heterophilic GraphsLong2 citations
334. FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask EvaluationLong2 citations
335. Flaming-hot Initiation with Regular Execution Sampling for Large Language ModelsFindings2 citations
336. From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language ModelsFindings2 citations
337. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning TasksLong2 citations
338. From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMsFindings2 citations
339. GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsFindings2 citations
340. Human and LLM-Based Resume Matching: An Observational StudyFindings2 citations
341. Hybrid Graphs for Table-and-Text based Question Answering using LLMsLong2 citations
342. INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic LanguagesFindings2 citations
343. Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-TuningFindings2 citations
344. Improving Model Evaluation using SMART Filtering of Benchmark DatasetsLong2 citations
345. Improving and Assessing the Fidelity of Large Language Models Alignment to Online CommunitiesLong2 citations
346. Inference Scaling for Bridging Retrieval and Augmented GenerationFindings2 citations
347. InspectorRAGet: An Introspection Platform for RAG EvaluationSystem Demonstrations2 citations
348. Investigating the Transferability of Code Repair for Low-Resource Programming LanguagesFindings2 citations
349. Is It Navajo? Accurate Language Detection for Endangered Athabaskan LanguagesShort2 citations
350. Iterative Self-Tuning LLMs for Enhanced Jailbreaking CapabilitiesLong2 citations
351. LLM2: Let Large Language Models Harness System 2 ReasoningShort2 citations
352. LLMs are Biased Teachers: Evaluating LLM Bias in Personalized EducationFindings2 citations
353. LLMs as Meta-Reviewers’ Assistants: A Case StudyLong2 citations
354. LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language ModelsFindings2 citations
355. Language Models Predict Empathy Gaps Between Social In-groups and Out-groupsLong2 citations
356. Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological AnalysisFindings2 citations
357. Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack DefenseLong2 citations
358. Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language ModelsLong2 citations
359. LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent ApplicationsSystem Demonstrations2 citations
360. MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context InferenceLong2 citations
361. MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse DomainsFindings2 citations
362. Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space ModelsLong2 citations
363. ManaTTS Persian: a recipe for creating TTS datasets for lower resource languagesLong2 citations
364. MatViX: Multimodal Information Extraction from Visually Rich ArticlesLong2 citations
365. Measuring memorization in language models via probabilistic extractionLong2 citations
366. MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K TokensFindings2 citations
367. Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference OptimizationLong2 citations
368. MoDification: Mixture of Depths Made EasyLong2 citations
369. MojoBench: Language Modeling and Benchmarks for MojoFindings2 citations
370. NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language ModelsFindings2 citations
371. Neuro-symbolic Training for Reasoning over Spatial LanguageFindings2 citations
372. Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object IdentificationFindings2 citations
373. On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic PhenomenaLong2 citations
374. OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper ReviewsSystem Demonstrations2 citations
375. PORT: Preference Optimization on Reasoning TracesLong2 citations
376. Pretrained Image-Text Models are Secretly Video CaptionersShort2 citations
377. Probe-Free Low-Rank Activation InterventionLong2 citations
378. RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual ClaimsFindings2 citations
379. RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition ProcessFindings2 citations
380. Rejected Dialects: Biases Against African American Language in Reward ModelsFindings2 citations
381. Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer?Short2 citations
382. SLM-Mod: Small Language Models Surpass LLMs at Content ModerationLong2 citations
383. STRUX: An LLM for Decision-Making with Structured ExplanationsShort2 citations
384. SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized DomainsLong2 citations
385. Stealthy Jailbreak Attacks on Large Language Models via Benign Data MirroringLong2 citations
386. Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social ConversationsFindings2 citations
387. StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel ExamplesLong2 citations
388. Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language ModelingFindings2 citations
389. Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and BenchmarksFindings2 citations
390. SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic ReasoningLong2 citations
391. Synthetic Audio Helps for Cognitive State TasksFindings2 citations
392. Syntriever: How to Train Your Retriever with Synthetic Data from LLMsFindings2 citations
393. Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGFindings2 citations
394. TART: An Open-Source Tool-Augmented Framework for Explainable Table-based ReasoningFindings2 citations
395. TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation ModelsSystem Demonstrations2 citations
396. Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal UnderstandingFindings2 citations
397. Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word SensesFindings2 citations
398. The Power of Many: Multi-Agent Multimodal Models for Cultural Image CaptioningLong2 citations
399. The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept UnderstandingLong2 citations
400. Towards Federated Low-Rank Adaptation of Language Models with Rank HeterogeneityShort2 citations
401. Towards Long Context Hallucination DetectionFindings2 citations
402. Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent ReasoningLong2 citations
403. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent SystemFindings2 citations
404. UNLEARN Efficient Removal of Knowledge in Large Language ModelsFindings2 citations
405. Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC TaskLong2 citations
406. Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL SystemsFindings2 citations
407. Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation ClassifiersShort2 citations
408. What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and LengthLong2 citations
409. What can Large Language Models Capture about Code Functional Equivalence?Findings2 citations
410. World Models with Hints of Large Language Models for Goal AchievingLong2 citations
411. XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesFindings2 citations
412. Yeah, Un, Oh: Continuous and Real-time Backchannel Prediction with Fine-tuning of Voice Activity ProjectionLong2 citations
413. A Practical Examination of AI-Generated Text Detectors for Large Language ModelsFindings1 citations
414. A Survey to Recent Progress Towards Understanding In-Context LearningFindings1 citations
415. A Zero-Shot Open-Vocabulary Pipeline for Dialogue UnderstandingLong1 citations
416. ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data ValuationLong1 citations
417. ASRank: Zero-Shot Re-Ranking with Answer Scent for Document RetrievalFindings1 citations
418. Accounting for Sycophancy in Language Model Uncertainty EstimationFindings1 citations
419. AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad TextsFindings1 citations
420. AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine AdvertisingLong1 citations
421. Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias DetectionLong1 citations
422. AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective IntelligenceLong1 citations
423. Aligning to What? Limits to RLHF Based AlignmentFindings1 citations
424. Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine TranslationShort1 citations
425. An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuningFindings1 citations
426. An Interpretable and Crosslingual Method for Evaluating Second-Language DialoguesLong1 citations
427. Arabic Dataset for LLM Safeguard EvaluationLong1 citations
428. Assessing the State of the Art in Scene SegmentationLong1 citations
429. Automatic Evaluation of Healthcare LLMs Beyond Question-AnsweringShort1 citations
430. B4: A Black-Box Scrubbing Attack on LLM WatermarksLong1 citations
431. Benchmarking Failures in Tool-Augmented Language ModelsLong1 citations
432. Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMsLong1 citations
433. Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and EvaluationLong1 citations
434. CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented GenerationShort1 citations
435. COVE: COntext and VEracity prediction for out-of-context imagesLong1 citations
436. CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific ConceptsLong1 citations
437. CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMsLong1 citations
438. Can GPT-4 Sway Experts’ Investment Decisions?Findings1 citations
439. CharacterGPT: A Persona Reconstruction Framework for Role-Playing AgentsIndustry1 citations
440. Characterizing the Role of Similarity in the Property Inferences of Language ModelsLong1 citations
441. CoPERLex: Content Planning with Event-based Representations for Legal Case SummarizationFindings1 citations
442. CodeRAG-Bench: Can Retrieval Augment Code Generation?Findings1 citations
443. CodeSCM: Causal Analysis for Multi-Modal Code GenerationLong1 citations
444. Cognitive Kernel: An Open-source Agent System towards Generalist AutopilotsSystem Demonstrations1 citations
445. Communication Makes Perfect: Persuasion Dataset Construction via Multi-LLM CommunicationLong1 citations
446. Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake DetectionFindings1 citations
447. Continuous Speech Tokenizer in Text To SpeechFindings1 citations
448. Cross-Lingual Transfer Learning for Speech TranslationShort1 citations
449. Cross-Lingual and Cross-Cultural Variation in Image DescriptionsLong1 citations
450. CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph ReasoningIndustry1 citations
451. DART: An AIGT Detector using AMR of Rephrased TextShort1 citations
452. DCE-LLM: Dead Code Elimination with Large Language ModelsLong1 citations
453. Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation ModelsFindings1 citations
454. DiPT: Enhancing LLM Reasoning through Diversified Perspective-TakingFindings1 citations
455. Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document SummarizationLong1 citations
456. Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design AutomationLong1 citations
457. Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMsFindings1 citations
458. Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageLong1 citations
459. ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information CoverageLong1 citations
460. Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social MediaFindings1 citations
461. Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-TuningFindings1 citations
462. EqualizeIR: Mitigating Linguistic Biases in Retrieval ModelsShort1 citations
463. Evaluating Small Language Models for News Summarization: Implications and Factors Influencing PerformanceLong1 citations
464. Evaluating Vision-Language Models for Emotion RecognitionFindings1 citations
465. Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?Findings1 citations
466. EventFull: Complete and Consistent Event Relation AnnotationSystem Demonstrations1 citations
467. Examining and Adapting Time for Multilingual Classification via Mixture of Temporal ExpertsLong1 citations
468. Explore the Reasoning Capability of LLMs in the Chess TestbedShort1 citations
469. Exploring Large Language Models for Hate Speech Detection in Rioplatense SpanishFindings1 citations
470. FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop DataLong1 citations
471. Faster Machine Translation Ensembling with Reinforcement Learning and Competitive CorrectionFindings1 citations
472. FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference BenchmarkingFindings1 citations
473. Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through BooksLong1 citations
474. Fingerspelling within Sign Language TranslationLong1 citations
475. GLiREL - Generalist Model for Zero-Shot Relation ExtractionLong1 citations
476. Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementLong1 citations
477. GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language ModelsFindings1 citations
478. GloCOM: A Short Text Neural Topic Model via Global Clustering ContextLong1 citations
479. GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationFindings1 citations
480. Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination MitigationFindings1 citations
481. Grammar Control in Dialogue Response Generation for Language Learning ChatbotsLong1 citations
482. Great Memory, Shallow Reasoning: Limits of kNN-LMsShort1 citations
483. HALLUCANA: Fixing LLM Hallucination with A Canary LookaheadFindings1 citations
484. HARP: Hesitation-Aware Reframing in Transformer Inference PassLong1 citations
485. HMT: Hierarchical Memory Transformer for Efficient Long Context Language ProcessingLong1 citations
486. Has this Fact been Edited? Detecting Knowledge Edits in Language ModelsLong1 citations
487. Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News?Long1 citations
488. Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve AnomaliesLong1 citations
489. Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-TrainingLong1 citations
490. How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?Long1 citations
491. How Do Large Language Models Perform in Dynamical System ModelingFindings1 citations
492. How Inclusively do LMs Perceive Social and Moral Norms?Findings1 citations
493. How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?Findings1 citations
494. How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal RepresentationsShort1 citations
495. How to Make the Most of LLMs’ Grammatical Knowledge for Acceptability JudgmentsLong1 citations
496. IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information RetrievalLong1 citations
497. IHEval: Evaluating Language Models on Following the Instruction HierarchyLong1 citations
498. Identifying and Mitigating Social Bias Knowledge in Language ModelsFindings1 citations
499. Improved Near-Duplicate Detection for Aggregated and Paywalled News-FeedsIndustry1 citations
500. Improving Retrospective Language Agents via Joint Policy Gradient OptimizationLong1 citations
501. Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language ModelsLong1 citations
502. Is a Peeled Apple Still Red? Evaluating LLMs’ Ability for Conceptual Combination with Property TypeLong1 citations
503. Jailbreaking with Universal Multi-PromptsFindings1 citations
504. KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusFindings1 citations
505. LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of TransformersFindings1 citations
506. LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model CompressionFindings1 citations
507. Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective TasksLong1 citations
508. Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt FormulationFindings1 citations
509. LawInstruct: A Resource for Studying Language Model Adaptation to the Legal DomainFindings1 citations
510. LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment StrategyFindings1 citations
511. LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights casesFindings1 citations
512. Learning to Search Effective Example Sequences for In-Context LearningFindings1 citations
513. LibEvolutionEval: A Benchmark and Study for Version-Specific Code GenerationLong1 citations
514. Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language ModelsLong1 citations
515. MAD Speech: Measures of Acoustic Diversity of SpeechLong1 citations
516. MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue GenerationLong1 citations
517. MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task LearningFindings1 citations
518. MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent CollaborationLong1 citations
519. MAPWise: Evaluating Vision-Language Models for Advanced Map QueriesLong1 citations
520. MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLUFindings1 citations
521. MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation EvaluationFindings1 citations
522. MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational AgentsFindings1 citations
523. MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool CallingLong1 citations
524. Medical Spoken Named Entity RecognitionIndustry1 citations
525. MetaAlign: Align Large Language Models with Diverse Preferences during Inference TimeFindings1 citations
526. MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning StepsLong1 citations
527. Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware PromptingFindings1 citations
528. MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic ExpertsFindings1 citations
529. Multi-Conditional Ranking with Large Language ModelsLong1 citations
530. Multi-Stage LLM Fine-Tuning with a Continual Learning SettingFindings1 citations
531. Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic ReasoningLong1 citations
532. On Reference (In-)Determinacy in Natural Language InferenceFindings1 citations
533. On the Impact of Noise in Differentially Private Text RewritingFindings1 citations
534. On the Impacts of Contexts on Repository-Level Code GenerationFindings1 citations
535. Open-World Evaluation for Retrieving Diverse PerspectivesLong1 citations
536. PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity DetectionLong1 citations
537. PLD+: Accelerating LLM Inference by Leveraging Language Model ArtifactsFindings1 citations
538. Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I ModelsLong1 citations
539. People will agree what I think: Investigating LLM’s False Consensus EffectFindings1 citations
540. Perception Compressor: A Training-Free Prompt Compression Framework in Long Context ScenariosFindings1 citations
541. PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language ModelsLong1 citations
542. Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder ModelsShort1 citations
543. Preserving Multilingual Quality While Tuning Query Encoder on English OnlyShort1 citations
544. PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation MetricsLong1 citations
545. QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language ModelsFindings1 citations
546. RELexED: Retrieval-Enhanced Legal Summarization with Exemplar DiversityFindings1 citations
547. Re-evaluating Automatic LLM System Ranking for Alignment with Human PreferenceFindings1 citations
548. Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model AlignmentLong1 citations
549. Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt OverfittingFindings1 citations
550. Reliability of Topic ModelingLong1 citations
551. Representing Rule-based Chatbots with TransformersLong1 citations
552. Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph CompletionLong1 citations
553. RusCode: Russian Cultural Code Benchmark for Text-to-Image GenerationFindings1 citations
554. S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate EfficiencyLong1 citations
555. SAFR: Neuron Redistribution for InterpretabilityFindings1 citations
556. SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language ModelsLong1 citations
557. SIMPLOT: Enhancing Chart Question Answering by Distilling EssentialsFindings1 citations
558. SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based AgentLong1 citations
559. STAR: Spectral Truncation and Rescale for Model MergingShort1 citations
560. Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language ModelsFindings1 citations
561. SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast AsiaFindings1 citations
562. Self-Training Meets Consistency: Improving LLMs’ Reasoning with Consistency-Driven Rationale EvaluationLong1 citations
563. Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report GenerationFindings1 citations
564. Semi-supervised Fine-tuning for Large Language ModelsFindings1 citations
565. Sneaking Syntax into Transformer Language Models with Tree RegularizationLong1 citations
566. Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and PrejudiceLong1 citations
567. Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMsShort1 citations
568. Soft Syntactic Reinforcement for Neural Event ExtractionLong1 citations
569. Stronger Models are Not Always Stronger Teachers for Instruction TuningLong1 citations
570. SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report GenerationFindings1 citations
571. SymBa: Symbolic Backward Chaining for Structured Natural Language ReasoningLong1 citations
572. TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning DataFindings1 citations
573. THREAD: Thinking Deeper with Recursive SpawningLong1 citations
574. Teaching Large Language Models Number-Focused Headline Generation With Key Element RationalesFindings1 citations
575. The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear SubspacesShort1 citations
576. The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language ModelsFindings1 citations
577. The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize RadicalsLong1 citations
578. Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within PacksLong1 citations
579. ToW: Thoughts of Words Improve Reasoning in Large Language ModelsLong1 citations
580. Token Weighting for Long-Range Language ModelingFindings1 citations
581. Towards Automatic Evaluation for Image TranscreationLong1 citations
582. Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation ModelsLong1 citations
583. Towards Rationality in Language and Multimodal Agents: A SurveyLong1 citations
584. Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context LearningFindings1 citations
585. TurtleBench: A Visual Programming Benchmark in Turtle GeometryLong1 citations
586. Typographic Attacks in a Multi-Image SettingLong1 citations
587. Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language ModelsFindings1 citations
588. Understanding Figurative Meaning through Explainable Visual EntailmentLong1 citations
589. Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM LeaderboardIndustry1 citations
590. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline SummarizationFindings1 citations
591. UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversLong1 citations
592. Unified Automated Essay Scoring and Grammatical Error CorrectionFindings1 citations
593. Untangling Hate Speech Definitions: A Semantic Componential Analysis Across Cultures and DomainsFindings1 citations
594. Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal ModelsLong1 citations
595. VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsFindings1 citations
596. Visual Zero-Shot E-Commerce Product Attribute Value ExtractionIndustry1 citations
597. VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought ReasoningFindings1 citations
598. WHoW: A Cross-domain Approach for Analysing Conversation ModerationLong1 citations
599. WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large DocumentsFindings1 citations
600. Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMsLong1 citations
601. Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without InferenceFindings1 citations
602. What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationLong1 citations
603. What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language ModelsLong1 citations
604. Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs?Long1 citations
605. Zero-Shot Strategies for Length-Controllable SummarizationFindings1 citations
606. eRevise+RF: A Writing Evaluation System for Assessing Student Essay Revisions and Providing Formative FeedbackSystem Demonstrations1 citations
607. A Bayesian Optimization Approach to Machine Translation RerankingLong
608. A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future DirectionsFindings
609. A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and SegmentationFindings
610. A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion RelationshipsLong
611. A Diverse and Effective Retrieval-Based Debt Collection System with Expert KnowledgeIndustry
612. A Fair Comparison without Translationese: English vs. Target-language Instructions for Multilingual LLMsShort
613. A Federated Framework for LLM-based RecommendationFindings
614. A Grounded Typology of Word ClassesLong
615. A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised ApproachesFindings
616. A Large-Scale Benchmark for Vietnamese Sentence ParaphrasesFindings
617. A Layered Debating Multi-Agent System for Similar Disease DiagnosisShort
618. A Learning-based Multi-Frame Visual Feature Framework for Real-Time Driver Fatigue DetectionSystem Demonstrations
619. A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate ModelLong
620. A Multi-modal Large Language Model with Graph-of-Thought for Effective RecommendationLong
621. A Practical Analysis of Human Alignment with *POFindings
622. A Practical Method for Generating String CounterfactualsFindings
623. A Sentence-Level Visualization of Attention in Large Language ModelsSystem Demonstrations
624. A Survey of NLP Progress in Sino-Tibetan Low-Resource LanguagesLong
625. A Survey of QUD Models for Discourse ProcessingLong
626. A Systematic Examination of Preference Learning through the Lens of Instruction-FollowingLong
627. A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary AdverbsLong
628. A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair ModelingLong
629. ACCORD: Closing the Commonsense Measurability GapLong
630. AID: Adaptive Integration of Detectors for Safe AI with Language ModelsLong
631. ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation ExplanationsLong
632. ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical RetrievalSystem Demonstrations
633. AMPS: ASR with Multimodal Paraphrase SupervisionShort
634. ARISE: Iterative Rule Induction and Synthetic Data Generation for Text ClassificationFindings
635. ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese HokkienSystem Demonstrations
636. AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaFindings
637. Active Few-Shot Learning for Text ClassificationLong
638. Adapting LLM Agents with Universal Communication FeedbackFindings
639. Adapting Sentence-level Automatic Metrics for Document-level Simplification EvaluationLong
640. Advancing Persian LLM EvaluationFindings
641. Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and BeyondLong
642. Aggregation Artifacts in Subjective Tasks Collapse Large Language Models’ PosteriorsLong
643. AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal PuzzlesLong
644. AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse LanguagesShort
645. Aligning Black-box Language Models with Human JudgmentsFindings
646. Aligning Sentence Simplification with ESL Learner’s Proficiency for Language AcquisitionLong
647. Aligning to Constraints for Data-Efficient Language Model CustomizationFindings
648. Amphista: Bi-directional Multi-head Decoding for Accelerating LLM InferenceLong
649. An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting ThemFindings
650. An Efficient Context-Dependent Memory Framework for LLM-Centric AgentsIndustry
651. An Efficient Gloss-Free Sign Language Translation Using Spatial Configurations and Motion Dynamics with LLMsLong
652. An LLM-Based Approach for Insight Generation in Data AnalysisLong
653. An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as OptimizerFindings
654. AnaScore: Understanding Semantic Parallelism in Proportional AnalogiesLong
655. Analysis of LLM as a grammatical feature tagger for African American EnglishFindings
656. Analyzing Memorization in Large Language Models through the Lens of Model AttributionLong
657. Analyzing and Improving Coherence of Large Language Models in Question AnsweringLong
658. Analyzing the Inner Workings of Transformers in Compositional GeneralizationLong
659. Anticipating Future with Large Language Model for Simultaneous Machine TranslationLong
660. Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic LanguagesFindings
661. Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math ReasoningLong
662. Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic modelsLong
663. As easy as PIE: understanding when pruning causes language models to disagreeFindings
664. Atoxia: Red-teaming Large Language Models with Target Toxic AnswersFindings
665. Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and MicrosyntaxFindings
666. Augmented Adversarial Trigger LearningFindings
667. Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification frameworkShort
668. AutoClean: LLMs Can Prepare Their Training CorpusSystem Demonstrations
669. AutoEval-ToD: Automated Evaluation of Task-oriented Dialog SystemsLong
670. AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific SupportIndustry
671. AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMsLong
672. Automatic Annotation Augmentation Boosts Translation between Molecules and Natural LanguageFindings
673. Automatic Input Rewriting Improves Translation with Large Language ModelsLong
674. Automatically Discovering How Misogyny is Framed on Social MediaLong
675. BEMEAE: Moving Beyond Exact Span Match for Event Argument ExtractionLong
676. BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionFindings
677. Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMsLong
678. BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity RecognitionFindings
679. BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated BanglaFindings
680. Bayelemabaga: Creating Resources for Bambara NLPLong
681. Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language ModelsLong
682. Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5Long
683. Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with DecontextualizationLong
684. Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart UnderstandingLong
685. Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHFFindings
686. Beyond Literal Token Overlap: Token Alignability for MultilingualityShort
687. Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language ModelsFindings
688. Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language PairsFindings
689. Beyond the Safety Bundle: Auditing the Helpful and Harmless DatasetLong
690. Biases in Opinion Dynamics in Multi-Agent Systems of Large Language Models: A Case Study on Funding AllocationFindings
691. BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing AttacksFindings
692. Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language ModelsShort
693. BnTTS: Few-Shot Speaker Adaptation in Low-Resource SettingFindings
694. Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined PromptsShort
695. Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMsIndustry
696. Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic PerformanceIndustry
697. Breaking Down Power Barriers in On-Device Streaming ASR: Insights and SolutionsIndustry
698. Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted CaptionsLong
699. CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech TranslationFindings
700. CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following AnalysisLong
701. CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language ModelsFindings
702. CAST: Corpus-Aware Self-similarity Enhanced Topic modellingLong
703. CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and BeliefFindings
704. CLEAR-Command: Coordinated Listening, Extraction, and Allocation for Emergency Response with Large Language ModelsSystem Demonstrations
705. COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data SynthesisFindings
706. CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language ModelsIndustry
707. CORG: Generating Answers from Complex, Interrelated ContextsLong
708. CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-CheckingLong
709. CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial SearchIndustry
710. CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and SmellsLong
711. CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research RepositoriesLong
712. CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE VulnerabilitiesLong
713. Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm ClassificationFindings
714. Can Large Language Models Invent Algorithms to Improve Themselves?Long
715. Can Post-Training Quantization Benefit from an Additional QLoRA Integration?Industry
716. Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation ParadigmShort
717. CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court OpinionsFindings
718. CausalEval: Towards Better Causal Reasoning in Language ModelsLong
719. CausalGraph2LLM: Evaluating LLMs for Causal QueriesFindings
720. Causally Modeling the Linguistic and Social Factors that Predict Email ResponseLong
721. Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and DiscoverySystem Demonstrations
722. ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based ChatbotsShort
723. Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge DeviceFindings
724. Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case StudyIndustry
725. Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding SpacesShort
726. Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilitiesIndustry
727. Chinese Morph Resolution in E-commerce Live Streaming ScenariosIndustry
728. Classic4Children: Adapting Chinese Literary Classics for Children with Large Language ModelFindings
729. CluSanT: Differentially Private and Semantically Coherent Text SanitizationLong
730. CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question AnsweringLong
731. CoRAG: Collaborative Retrieval-Augmented GenerationShort
732. CodeGenWrangler: Data Wrangling task automation using Code-Generating ModelsIndustry
733. Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor RecognitionLong
734. CompAct: Compressed Activations for Memory-Efficient LLM TrainingLong
735. Complete Chess Games Enable LLM Become A Chess MasterShort
736. ConMeC: A Dataset for Metonymy Resolution with Common NounsLong
737. ConQRet: A New Benchmark for Fine-Grained Automatic Evaluation of Retrieval Augmented Computational ArgumentationLong
738. ConShift: Sense-based Language Variation Analysis using Flexible AlignmentFindings
739. Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories PromptingIndustry
740. Conflict and Overlap Classification in Construction Standards Using a Large Language ModelIndustry
741. Considering Length Diversity in Retrieval-Augmented SummarizationFindings
742. Constrained Decoding with Speculative LookaheadsLong
743. Constraining Sequential Model Editing with Editing Anchor CompressionFindings
744. Context-Efficient Retrieval with Factual DecompositionShort
745. Contextual Metric Meta-Evaluation by Measuring Local Metric AccuracyFindings
746. Continual Learning in Multilingual Sign Language TranslationLong
747. Coverage-based Fairness in Multi-document SummarizationLong
748. CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web NavigationSystem Demonstrations
749. CultureInstruct: Curating Multi-Cultural Instructions at ScaleLong
750. DDGIP: Radiology Report Generation Through Disease Description Graph and Informed PromptingFindings
751. DETQUS: Decomposition-Enhanced Transformers for QUery-focused SummarizationLong
752. DOLFIN - Document-Level Financial Test-Set for Machine TranslationFindings
753. DPL: Diverse Preference Learning Without A Reference ModelLong
754. DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language ModelsLong
755. DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation ModelsLong
756. DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question GenerationFindings
757. DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent DetectionIndustry
758. Data-Efficiently Learn Large Language Model for Universal 3D Scene PerceptionFindings
759. DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language ModelsLong
760. Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment PredictionShort
761. Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated ImagesFindings
762. Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?Long
763. Defense against Prompt Injection Attacks via Mixture of EncodingsShort
764. Demystifying the Power of Large Language Models in Graph GenerationFindings
765. DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language ModelsLong
766. Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language ModelsLong
767. Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation ServiceIndustry
768. Developing multilingual speech synthesis system for Ojibwe, Mi’kmaq, and MaliseetShort
769. DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And IntelligibilityFindings
770. Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a ContinuumFindings
771. Dialogue Language Model with Large-Scale Persona Data EngineeringIndustry
772. Differentially Private Learning Needs Better Model Initialization and Self-DistillationLong
773. Dis2Dis: Explaining Ambiguity in Fact-CheckingFindings
774. DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware CompressionFindings
775. DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse GraphShort
776. DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table DiscoveryFindings
777. Discrete Diffusion Language Model for Efficient Text SummarizationFindings
778. Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in FrenchLong
779. Distill-C: Enhanced NL2SQL via Distilled Customization with LLMsIndustry
780. Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic ParsingLong
781. Do Audio-Language Models Understand Linguistic Variations?Short
782. Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMsFindings
783. Does Self-Attention Need Separate Weights in Transformers?Industry
784. Don’t Touch My DiacriticsShort
785. DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech RecognitionLong
786. DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity RecognitionFindings
787. Dynamic Feature Fusion for Sign Language Translation Using HyperNetworksFindings
788. Dynamic Fisher-weighted Model Merging via Bayesian OptimizationLong
789. Dynamic Strategy Planning for Efficient Question Answering with Large Language ModelsFindings
790. Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMsLong
791. E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic ExpressionsLong
792. EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language ModelsLong
793. ERAS: Evaluating the Robustness of Chinese NLP Models to Morphological Garden Path ErrorsLong
794. ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue SystemsSystem Demonstrations
795. Echoes of Discord: Forecasting Hater Reactions to CounterspeechFindings
796. Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMsFindings
797. Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing TasksFindings
798. Efficient One-shot Compression via Low-Rank Local Feature DistillationLong
799. Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer ProductLong
800. EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the WildFindings
801. Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningLong
802. Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive ExplanationsLong
803. Embedding derived animacy rankings offer insights into the sources of grammatical animacyLong
804. Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During TrainingLong
805. Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion DescriptionFindings
806. EmoCharacter: Evaluating the Emotional Fidelity of Role-Playing Agents in DialoguesLong
807. EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse DynamicsLong
808. EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMsLong
809. Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesLong
810. Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based AttackFindings
811. Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation ExtractionLong
812. Enhancing Language Model Hypernetworks with Restart: A Study on OptimizationLong
813. Enhancing Text-to-SQL with Question Classification and Multi-Agent CollaborationFindings
814. Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation ExtractionFindings
815. Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation ExtractionLong
816. Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation ExtractionFindings
817. Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics StatementsLong
818. Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and EducationIndustry
819. Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical AnalysisLong
820. Evaluating Evidence Attribution in Generated Fact Checking ExplanationsLong
821. Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation FrameworkLong
822. Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3Short
823. Evaluating Large Language Models with Enterprise BenchmarksIndustry
824. Evaluating Multimodal Generative AI with Korean Educational StandardsShort
825. Evaluating Numeracy of Language Models as a Natural Language Inference TaskFindings
826. Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language ModelsFindings
827. Evaluating and Improving Graph to Text Generation with Large Language ModelsLong
828. Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects?Long
829. Evaluating the Performance of RAG Methods for Conversational AI in the Airport DomainIndustry
830. Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP TasksFindings
831. Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in SpanishShort
832. Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionLong
833. Exploiting Edited Large Language Models as General Scientific OptimizersLong
834. Exploring Backward Reasoning in Large Language ModelsFindings
835. Exploring Hybrid Sampling Inference for Aspect-based Sentiment AnalysisFindings
836. Exploring Large Language Models for Effective Rumor Detection on Social MediaLong
837. Exploring Straightforward Methods for Automatic Conversational Red-TeamingIndustry
838. Exploring the Cost-Effectiveness of Perspective Taking in Crowdsourcing Subjective Assessment: A Case Study of Toxicity DetectionLong
839. Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial TrainingFindings
840. Extracting and Understanding the Superficial Knowledge in AlignmentLong
841. FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact RetrievalFindings
842. FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated TextSystem Demonstrations
843. FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic YieldingFindings
844. FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language ModelsFindings
845. FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL BenchmarkLong
846. FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer’s DiseaseShort
847. FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language ModelsLong
848. FactTrack: Time-Aware World State Tracking in Story OutlinesLong
849. Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary EvaluationLong
850. FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-CritiqueFindings
851. Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training DataLong
852. Features that Make a Difference: Leveraging Gradients for Improved Dictionary LearningFindings
853. Few-Shot Natural Language to First-Order Logic Translation via Code GenerationLong
854. FiNE: Filtering and Improving Noisy Data Elaborately with Large Language ModelsLong
855. Fighting Spurious Correlations in Text Classification via a Causal Learning PerspectiveLong
856. FinLLM-B: When Large Language Models Meet Financial Breakout TradingIndustry
857. Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language ModelsFindings
858. Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple FacilitiesIndustry
859. Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt TuningLong
860. Fine-grained Fallacy Detection with Human Label VariationLong
861. FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight SharingLong
862. Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization AbilitiesLong
863. Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language ModelsLong
864. From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement AnalysisFindings
865. From Curiosity to Clarity : Exploring the Impact of Consecutive Why-QuestionsFindings
866. From Evidence to Belief: A Bayesian Epistemology Approach to Language ModelsLong
867. From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QAIndustry
868. Functional Lexicon in Subword TokenizationLong
869. GAIfE: Using GenAI to Improve Literacy in Low-resourced SettingsFindings
870. GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination MitigationFindings
871. GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming CommunitiesShort
872. Gender Bias in Instruction-Guided Speech Synthesis ModelsFindings
873. Generating Complex Question Decompositions in the Face of Distribution ShiftsLong
874. Generating Diverse Hypotheses for Inductive ReasoningLong
875. Generative Prompt InternalizationLong
876. Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra DataLong
877. Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-EditingShort
878. Goal-Conditioned DPO: Prioritizing Safety in Misaligned InstructionsLong
879. Goal-Driven Data Story, Narrations and ExplanationsIndustry
880. Granite Guardian: Comprehensive LLM SafeguardingIndustry
881. Graph Neural Network Enhanced Retrieval for Question Answering of Large Language ModelsLong
882. GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph DatasetsFindings
883. GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive SummarizationShort
884. GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language ModelsLong
885. GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography InterviewingLong
886. GuideQ: Framework for Guided Questioning for progressive informational collection and classificationFindings
887. Guideline Compliance in Task-Oriented Dialogue: The Chained Prior ApproachFindings
888. Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt VariationsLong
889. Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks?Long
890. HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMsFindings
891. HISTOIRESMORALES: A French Dataset for Assessing Moral AlignmentLong
892. Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval AugmentationLong
893. Hard Emotion Test Evaluation Sets for Language ModelsFindings
894. Harnessing and Evaluating the Intrinsic Extrapolation Ability of Large Language Models for Vehicle Trajectory PredictionLong
895. Hierarchical Speculative Decoding with Dynamic WindowFindings
896. How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark DatasetIndustry
897. How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language ModelsFindings
898. How much do contextualized representations encode long-range context?Findings
899. How to Align Multiple Signed Language Corpora for Better Sign-to-Sign Translations?Long
900. How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine TranslationFindings
901. How to Make LLMs Forget: On Reversing In-Context Knowledge EditsLong
902. How to Talk to Language Models: Serialization Strategies for Structured Entity MatchingFindings
903. IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News DetectionLong
904. ITALIC: An Italian Culture-Aware Natural Language BenchmarkLong
905. IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMsShort
906. Identifying Emerging Concepts in Large CorporaLong
907. Identifying Power Relations in Conversations using Multi-Agent Social ReasoningShort
908. Ihquin tlahtouah in Tetelahtzincocah: An annotated, multi-purpose audio and text corpus of Western Sierra Puebla NahuatlLong
909. ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and ExplanationFindings
910. Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial InstitutionIndustry
911. Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language ModelsFindings
912. Improving Consistency in LLM Inference using Probabilistic TokenizationFindings
913. Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language ModelsLong
914. Improving Pre-trained Language Models with Knowledge Enhancement and Filtering FrameworkFindings
915. Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General DomainsShort
916. In-Context Learning (and Unlearning) of Length BiasesLong
917. Inference-Time Selective Debiasing to Enhance Fairness in Text Classification ModelsShort
918. InfoPO: On Mutual Information Maximization for Large Language Model AlignmentLong
919. Instantly Learning Preference Alignment via In-context DPOLong
920. InstructAny2Pix: Image Editing with Multi-Modal PromptsFindings
921. Interpret and Control Dense Retrieval with Sparse Latent FeaturesShort
922. Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language EncodersLong
923. Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language ModelsFindings
924. Investigating Hallucinations in Simultaneous Machine Translation: Knowledge Distillation Solution and Components AnalysisLong
925. Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language ConversionLong
926. Investigating the Shortcomings of LLMs in Step-by-Step Legal ReasoningFindings
927. Investigating the Zone of Proximal Development of Language Models for In-Context LearningFindings
928. Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural PrimingLong
929. Is Your LLM Outdated? A Deep Look at Temporal GeneralizationLong
930. Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded AdversarialnessLong
931. It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) ModerationLong
932. JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM BenchmarkingLong
933. JRE-L: Journalist, Reader, and Editor LLMs in the Loop for Science Journalism for the General AudienceLong
934. Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event ExtractionFindings
935. K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic ReasoningLong
936. KMI: A Dataset of Korean Motivational Interviewing Dialogues for PsychotherapyLong
937. KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language ModelsLong
938. Keep Guessing? When Considering Inference Scaling, Mind the BaselinesFindings
939. Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbationsLong
940. Knowledge Graph Guided Evaluation of Abstention TechniquesLong
941. LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationLong
942. LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMsLong
943. LITERA: An LLM Based Approach to Latin-to-English TranslationFindings
944. LLM Safety for ChildrenIndustry
945. LLM-Based Explicit Models of Opponents for Multi-Agent GamesLong
946. LLM-Generated Passphrases That Are Secure and Easy to RememberFindings
947. LLM-Human Pipeline for Cultural Grounding of ConversationsLong
948. LLM-Supported Natural Language to Bash TranslationLong
949. LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in DialogueLong
950. LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network ReconfigurationLong
951. LLMs for Extremely Low-Resource Finno-Ugric LanguagesFindings
952. LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree SearchLong
953. LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language ModelsSystem Demonstrations
954. LOFT: Scalable and More Realistic Long-Context EvaluationFindings
955. LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language ModelsFindings
956. Label Drop for Multi-Aspect Relation Modeling in Universal Information ExtractionLong
957. Language Models Largely Exhibit Human-like Constituent Ordering PreferencesLong
958. Language Models can Categorize System Inputs for Performance AnalysisLong
959. Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural ExaminationFindings
960. Large Language Models and Causal Inference in Collaboration: A Comprehensive SurveyFindings
961. Large Language Models for Persian-English Idiom TranslationLong
962. Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data InsightsFindings
963. Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task SupervisionLong
964. Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level UnderstandingsIndustry
965. Learning Low-Resource Languages Through NLP-Driven Flashcards: A Case Study of Hokkien in Language Learning ApplicationsSystem Demonstrations
966. Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationFindings
967. Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs GeneratorLong
968. Learning to Substitute Words with Model-based Score RankingLong
969. Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled DataFindings
970. Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text ClassificationLong
971. LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role ClassificationFindings
972. LegalViz: Legal Text Visualization by Text To Diagram GenerationLong
973. Lessons from a User Experience Evaluation of NLP InterfacesFindings
974. Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph CompletionFindings
975. Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation AssessmentLong
976. Leveraging LLM For Synchronizing Information Across Multilingual TablesLong
977. Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language ModelsShort
978. Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self TranscendenceFindings
979. Linguistically Grounded Analysis of Language Models using Shapley Head ValuesFindings
980. Little Giants: Synthesizing High-Quality Embedding Data at ScaleLong
981. Local Prompt OptimizationShort
982. LogRules: Enhancing Log Analysis Capability of Large Language Models through RulesFindings
983. Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context LearningLong
984. Long-Tail Crisis in Nearest Neighbor Language ModelsFindings
985. LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context ScenariosLong
986. Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative DecodingFindings
987. Lost in Overlap: Exploring Logit-based Watermark Collision in LLMsFindings
988. Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational KnowledgeFindings
989. M-IFEval: Multilingual Instruction-Following EvaluationFindings
990. MASTER: A Multi-Agent System with LLM Specialized MCTSLong
991. MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet ExtractionLong
992. MAiDE-up: Multilingual Deception Detection of AI-generated Hotel ReviewsFindings
993. MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGFindings
994. METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor DatasetsSystem Demonstrations
995. MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News MediaLong
996. MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with ToolsLong
997. MMLF: Multi-query Multi-passage Late Fusion RetrievalFindings
998. MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media PostsFindings
999. MT-LENS: An all-in-one Toolkit for Better Machine Translation EvaluationSystem Demonstrations
1000. Main Predicate and Their Arguments as Explanation Signals For Intent ClassificationLong

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