NAACL 2024 Accepted Papers

The full list of 912 papers accepted at NAACL 2024 (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. GPTScore: Evaluate as You DesireLong566 citations
2. AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsFindings447 citations
3. Sentiment Analysis in the Era of Large Language Models: A Reality CheckFindings363 citations
4. Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingFindings255 citations
5. Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationLong246 citations
6. Effective Long-Context Scaling of Foundation ModelsLong231 citations
7. Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual TasksLong220 citations
8. AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsIndustry214 citations
9. XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsLong197 citations
10. Large Language Models Sensitivity to The Order of Options in Multiple-Choice QuestionsFindings196 citations
11. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction TuningLong181 citations
12. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingShort179 citations
13. Better Zero-Shot Reasoning with Role-Play PromptingLong174 citations
14. REPLUG: Retrieval-Augmented Black-Box Language ModelsLong172 citations
15. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexityLong162 citations
16. Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?Long161 citations
17. A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & ToxicityLong155 citations
18. LLM-Rec: Personalized Recommendation via Prompting Large Language ModelsFindings146 citations
19. RecMind: Large Language Model Powered Agent For RecommendationFindings144 citations
20. ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation SystemsLong130 citations
21. Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language ModelsLong129 citations
22. Can Knowledge Graphs Reduce Hallucinations in LLMs? : A SurveyLong125 citations
23. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction TuningLong123 citations
24. Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisFindings121 citations
25. A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models EasilyLong118 citations
26. Ghostbuster: Detecting Text Ghostwritten by Large Language ModelsLong115 citations
27. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt InjectionLong109 citations
28. SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-ScalingIndustry109 citations
29. PersonaLLM: Investigating the Ability of Large Language Models to Express Personality TraitsFindings107 citations
30. Removing RLHF Protections in GPT-4 via Fine-TuningShort104 citations
31. Investigating Data Contamination in Modern Benchmarks for Large Language ModelsLong101 citations
32. MindAgent: Emergent Gaming InteractionFindings100 citations
33. CMB: A Comprehensive Medical Benchmark in ChineseLong99 citations
34. MART: Improving LLM Safety with Multi-round Automatic Red-TeamingLong99 citations
35. TopicGPT: A Prompt-based Topic Modeling FrameworkLong98 citations
36. REST: Retrieval-Based Speculative DecodingLong97 citations
37. TableLlama: Towards Open Large Generalist Models for TablesLong96 citations
38. ADaPT: As-Needed Decomposition and Planning with Language ModelsFindings92 citations
39. On Learning to Summarize with Large Language Models as ReferencesLong89 citations
40. Composite Backdoor Attacks Against Large Language ModelsFindings84 citations
41. Routing to the Expert: Efficient Reward-guided Ensemble of Large Language ModelsLong83 citations
42. ExpertQA: Expert-Curated Questions and Attributed AnswersLong81 citations
43. LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language ModelsLong79 citations
44. Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance LabelsShort78 citations
45. Complex Claim Verification with Evidence Retrieved in the WildLong78 citations
46. Branch-Solve-Merge Improves Large Language Model Evaluation and GenerationLong77 citations
47. Reducing hallucination in structured outputs via Retrieval-Augmented GenerationIndustry77 citations
48. Assisting in Writing Wikipedia-like Articles From Scratch with Large Language ModelsLong75 citations
49. What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?Long75 citations
50. Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language ModelsFindings74 citations
51. Simulating Opinion Dynamics with Networks of LLM-based AgentsFindings74 citations
52. Attacks, Defenses and Evaluations for LLM Conversation Safety: A SurveyLong71 citations
53. HelpSteer: Multi-attribute Helpfulness Dataset for SteerLMLong71 citations
54. Mustango: Toward Controllable Text-to-Music GenerationLong69 citations
55. Self-Prompting Large Language Models for Zero-Shot Open-Domain QALong69 citations
56. SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text GenerationLong68 citations
57. Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical ThinkingFindings67 citations
58. A Survey of Confidence Estimation and Calibration in Large Language ModelsLong66 citations
59. InstructABSA: Instruction Learning for Aspect Based Sentiment AnalysisShort66 citations
60. GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerLong64 citations
61. Does GPT-4 pass the Turing test?Long62 citations
62. Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided RevisionLong61 citations
63. Empowering Diffusion Models on the Embedding Space for Text GenerationLong59 citations
64. Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and SayingsLong57 citations
65. Unveiling the Generalization Power of Fine-Tuned Large Language ModelsLong57 citations
66. LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation ModelsSystem Demonstrations56 citations
67. The Bias Amplification Paradox in Text-to-Image GenerationLong55 citations
68. Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight TyingLong55 citations
69. Do Multilingual Language Models Think Better in English?Short54 citations
70. Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language ModelsLong52 citations
71. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable SummarizationFindings50 citations
72. ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model TriggerLong50 citations
73. A Robust Semantics-based Watermark for Large Language Model against ParaphrasingFindings47 citations
74. Citation: A Key to Building Responsible and Accountable Large Language ModelsFindings47 citations
75. MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and TasksLong46 citations
76. Metacognitive Prompting Improves Understanding in Large Language ModelsLong46 citations
77. R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’Long46 citations
78. Can Public Large Language Models Help Private Cross-device Federated Learning?Findings45 citations
79. Instructional Fingerprinting of Large Language ModelsLong45 citations
80. TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue SummarizationLong45 citations
81. LLMs Are Few-Shot In-Context Low-Resource Language LearnersLong44 citations
82. The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic TextFindings43 citations
83. Language Models Implement Simple Word2Vec-style Vector ArithmeticLong42 citations
84. Adapting Fake News Detection to the Era of Large Language ModelsFindings40 citations
85. SELF-GUARD: Empower the LLM to Safeguard ItselfLong40 citations
86. How Interpretable are Reasoning Explanations from Prompting Large Language Models?Findings39 citations
87. AudioChatLlama: Towards General-Purpose Speech Abilities for LLMsLong38 citations
88. Measuring and Improving Chain-of-Thought Reasoning in Vision-Language ModelsLong38 citations
89. Task-Agnostic Detector for Insertion-Based Backdoor AttacksFindings38 citations
90. Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human ValueLong37 citations
91. GPT-who: An Information Density-based Machine-Generated Text DetectorFindings36 citations
92. LLatrieval: LLM-Verified Retrieval for Verifiable GenerationLong36 citations
93. Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly WrongLong36 citations
94. Rethinking Tabular Data Understanding with Large Language ModelsLong36 citations
95. BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn DialoguesFindings35 citations
96. Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math MistakesLong35 citations
97. InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with InstructionsLong35 citations
98. Self-Improving for Zero-Shot Named Entity Recognition with Large Language ModelsShort35 citations
99. LETI: Learning to Generate from Textual InteractionsFindings34 citations
100. Tokenizer Choice For LLM Training: Negligible or Crucial?Findings34 citations
101. Efficient Benchmarking (of Language Models)Long33 citations
102. Understanding the Capabilities and Limitations of Large Language Models for Cultural CommonsenseLong33 citations
103. Effective Large Language Model Adaptation for Improved Grounding and Citation GenerationLong32 citations
104. From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction TuningLong32 citations
105. Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection MethodLong31 citations
106. MacGyver: Are Large Language Models Creative Problem Solvers?Long31 citations
107. MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseFindings30 citations
108. Stealthy and Persistent Unalignment on Large Language Models via Backdoor InjectionsLong30 citations
109. The ART of LLM Refinement: Ask, Refine, and TrustLong30 citations
110. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-TuningFindings29 citations
111. Elastic Weight Removal for Faithful and Abstractive Dialogue GenerationLong29 citations
112. Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News ArticlesLong29 citations
113. End-to-End Beam Retrieval for Multi-Hop Question AnsweringLong29 citations
114. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?Findings29 citations
115. On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific NeuronsLong29 citations
116. Grounding Gaps in Language Model GenerationsLong28 citations
117. A Continued Pretrained LLM Approach for Automatic Medical Note GenerationShort27 citations
118. ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language ModelsLong27 citations
119. Evidence-Driven Retrieval Augmented Response Generation for Online MisinformationLong27 citations
120. How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their VulnerabilitiesLong27 citations
121. Instruction-following Evaluation through Verbalizer ManipulationFindings27 citations
122. Language Models Hallucinate, but May Excel at Fact VerificationLong27 citations
123. RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language ModelsFindings27 citations
124. S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language ModelLong27 citations
125. Advancing Beyond Identification: Multi-bit Watermark for Large Language ModelsLong26 citations
126. OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation ModelsFindings26 citations
127. The steerability of large language models toward data-driven personasLong26 citations
128. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation AspectsLong26 citations
129. AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question DecompositionLong25 citations
130. Evaluating Large Language Models as Generative User Simulators for Conversational RecommendationLong25 citations
131. Learning to Compress Prompt in Natural Language FormatsLong25 citations
132. Multimodal Multi-loss Fusion Network for Sentiment AnalysisLong25 citations
133. Rethinking Machine Ethics – Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?Findings25 citations
134. AceGPT, Localizing Large Language Models in ArabicLong24 citations
135. Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?Long24 citations
136. Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language ModelsFindings24 citations
137. GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsFindings24 citations
138. A Closer Look at the Self-Verification Abilities of Large Language Models in Logical ReasoningLong23 citations
139. Enhancing Contextual Understanding in Large Language Models through Contrastive DecodingLong23 citations
140. From Shortcuts to Triggers: Backdoor Defense with Denoised PoELong23 citations
141. OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMsSystem Demonstrations23 citations
142. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural ReasoningLong23 citations
143. Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?Industry23 citations
144. Aligning Large Language Models with Recommendation KnowledgeFindings22 citations
145. AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta LearningLong22 citations
146. Guiding Large Language Models to Post-Edit Machine Translation with Error AnnotationsFindings22 citations
147. LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language ModelsLong22 citations
148. Making Language Models Better Tool Learners with Execution FeedbackLong22 citations
149. Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position BiasShort22 citations
150. TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in ConversationLong22 citations
151. COPAL-ID: Indonesian Language Reasoning with Local Culture and NuancesLong21 citations
152. CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem SolvingFindings21 citations
153. LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable FeedbackFindings21 citations
154. MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionLong21 citations
155. ReFACT: Updating Text-to-Image Models by Editing the Text EncoderLong21 citations
156. A Systematic Comparison of Syllogistic Reasoning in Humans and Language ModelsLong20 citations
157. Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward ModelLong20 citations
158. LLaMA-Rider: Spurring Large Language Models to Explore the Open WorldFindings20 citations
159. TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table DecompositionLong20 citations
160. Are Large Language Model Temporally Grounded?Long19 citations
161. BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferLong19 citations
162. CodecLM: Aligning Language Models with Tailored Synthetic DataFindings19 citations
163. Flames: Benchmarking Value Alignment of LLMs in ChineseLong19 citations
164. LLM-based Medical Assistant Personalization with Short- and Long-Term Memory CoordinationLong19 citations
165. LangNav: Language as a Perceptual Representation for NavigationFindings19 citations
166. On Large Language Models’ Hallucination with Regard to Known FactsLong19 citations
167. The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human LabelsLong19 citations
168. Uncertainty Quantification for In-Context Learning of Large Language ModelsLong19 citations
169. When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good LabelsLong19 citations
170. pyvene: A Library for Understanding and Improving PyTorch Models via InterventionsSystem Demonstrations19 citations
171. A Study on the Calibration of In-context LearningLong18 citations
172. A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic ChangeLong18 citations
173. ComCLIP: Training-Free Compositional Image and Text MatchingLong18 citations
174. DialogBench: Evaluating LLMs as Human-like Dialogue SystemsLong18 citations
175. Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk DecodingShort18 citations
176. EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLMIndustry18 citations
177. Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsFindings18 citations
178. Fake Alignment: Are LLMs Really Aligned Well?Long18 citations
179. How are Prompts Different in Terms of Sensitivity?Long18 citations
180. InstructEval: Systematic Evaluation of Instruction Selection MethodsFindings18 citations
181. NLP for Counterspeech against Hate: A Survey and How-To GuideFindings18 citations
182. Rehearsal-Free Modular and Compositional Continual Learning for Language ModelsShort18 citations
183. Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language ModelsFindings18 citations
184. A Novel Paradigm Boosting Translation Capabilities of Large Language ModelsFindings17 citations
185. CLEAN–EVAL: Clean Evaluation on Contaminated Large Language ModelsFindings17 citations
186. Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-EditingLong17 citations
187. Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid DataIndustry17 citations
188. First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language ModelsLong17 citations
189. GEE! Grammar Error Explanation with Large Language ModelsFindings17 citations
190. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language ModelsLong17 citations
191. Low-code LLM: Graphical User Interface over Large Language ModelsSystem Demonstrations17 citations
192. SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning EvaluationFindings17 citations
193. SportQA: A Benchmark for Sports Understanding in Large Language ModelsLong17 citations
194. Transformers Can Represent n-gram Language ModelsLong17 citations
195. Universal Prompt Optimizer for Safe Text-to-Image GenerationLong17 citations
196. What Makes Math Word Problems Challenging for LLMs?Findings17 citations
197. AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment GraphFindings16 citations
198. PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision MakersLong16 citations
199. Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic RepresentationsLong16 citations
200. This Land is Your, My Land: Evaluating Geopolitical Bias in Language Models through Territorial DisputesLong16 citations
201. Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv PapersLong16 citations
202. Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkLong16 citations
203. WaterJudge: Quality-Detection Trade-off when Watermarking Large Language ModelsFindings16 citations
204. When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language ModelsFindings16 citations
205. Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseFindings16 citations
206. Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarksLong15 citations
207. AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM AgentsSystem Demonstrations15 citations
208. Depression Detection in Clinical Interviews with LLM-Empowered Structural Element GraphLong15 citations
209. Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in ConversationFindings15 citations
210. Evaluating the Deductive Competence of Large Language ModelsLong15 citations
211. Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to AnalysisLong15 citations
212. Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual AlignmentLong15 citations
213. OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State TrackingLong15 citations
214. POLYIE: A Dataset of Information Extraction from Polymer Material Scientific LiteratureLong15 citations
215. Personalized Jargon Identification for Enhanced Interdisciplinary CommunicationLong15 citations
216. Safer-Instruct: Aligning Language Models with Automated Preference DataLong15 citations
217. Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source ModelLong15 citations
218. Can Language Model Moderators Improve the Health of Online Discourse?Long14 citations
219. DecoderLens: Layerwise Interpretation of Encoder-Decoder TransformersFindings14 citations
220. EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningShort14 citations
221. Evaluating In-Context Learning of Libraries for Code GenerationLong14 citations
222. Instruction Tuning with Human CurriculumFindings14 citations
223. Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm DetectionLong14 citations
224. Modeling the Sacred: Considerations when Using Religious Texts in Natural Language ProcessingFindings14 citations
225. Natural Language Embedded Programs for Hybrid Language Symbolic ReasoningFindings14 citations
226. On-the-fly Definition Augmentation of LLMs for Biomedical NERLong14 citations
227. Psychometric Predictive Power of Large Language ModelsFindings14 citations
228. RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language ModelsLong14 citations
229. Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language ModelsFindings14 citations
230. Teaching Language Models to Self-Improve through Interactive DemonstrationsLong14 citations
231. UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated FeedbackLong14 citations
232. ACLSum: A New Dataset for Aspect-based Summarization of Scientific PublicationsLong13 citations
233. Actively Learn from LLMs with Uncertainty Propagation for Generalized Category DiscoveryLong13 citations
234. BeLLM: Backward Dependency Enhanced Large Language Model for Sentence EmbeddingsLong13 citations
235. Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?Short13 citations
236. Bridging the Gap between Different Vocabularies for LLM EnsembleLong13 citations
237. Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQAFindings13 citations
238. Capturing Perspectives of Crowdsourced Annotators in Subjective Learning TasksLong13 citations
239. Chart-based Reasoning: Transferring Capabilities from LLMs to VLMsFindings13 citations
240. ContraDoc: Understanding Self-Contradictions in Documents with Large Language ModelsLong13 citations
241. Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word AlignmentFindings13 citations
242. Fair Abstractive Summarization of Diverse PerspectivesLong13 citations
243. In-Context Example Ordering Guided by Label DistributionsFindings13 citations
244. IterAlign: Iterative Constitutional Alignment of Large Language ModelsLong13 citations
245. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive LearningLong13 citations
246. Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense RetrievalLong13 citations
247. Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only ShallowlyLong13 citations
248. On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question AnsweringFindings13 citations
249. Prompt Space Optimizing Few-shot Reasoning Success with Large Language ModelsFindings13 citations
250. ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial AttacksFindings13 citations
251. Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language ModelsLong13 citations
252. zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language ModelsLong13 citations
253. ALOHa: A New Measure for Hallucination in Captioning ModelsShort12 citations
254. Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular ClassificationsLong12 citations
255. Crafting In-context Examples according to LMs’ Parametric KnowledgeFindings12 citations
256. Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two BenchmarksLong12 citations
257. FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled UnfreezingLong12 citations
258. LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance DetectionShort12 citations
259. MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and ClassificationLong12 citations
260. OSCaR: Object State Captioning and State Change RepresentationFindings12 citations
261. ParallelPARC: A Scalable Pipeline for Generating Natural-Language AnalogiesLong12 citations
262. Teaching Llama a New Language Through Cross-Lingual Knowledge TransferFindings12 citations
263. TriSum: Learning Summarization Ability from Large Language Models with Structured RationaleLong12 citations
264. A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language ModelsShort11 citations
265. A Tree-of-Thoughts to Broaden Multi-step Reasoning across LanguagesFindings11 citations
266. Beyond Performance: Quantifying and Mitigating Label Bias in LLMsLong11 citations
267. Carpe diem: On the Evaluation of World Knowledge in Lifelong Language ModelsLong11 citations
268. E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and ExtrapolateLong11 citations
269. GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and BeyondFindings11 citations
270. ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationFindings11 citations
271. In-context Learning Generalizes, But Not Always Robustly: The Case of SyntaxLong11 citations
272. LeanReasoner: Boosting Complex Logical Reasoning with LeanLong11 citations
273. METAL: Towards Multilingual Meta-EvaluationFindings11 citations
274. More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context SamplingFindings11 citations
275. NLP Systems That Can’t Tell Use from Mention Censor Counterspeech, but Teaching the Distinction HelpsLong11 citations
276. On-the-Fly Fusion of Large Language Models and Machine TranslationFindings11 citations
277. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language ModelsLong11 citations
278. Shears: Unstructured Sparsity with Neural Low-rank Adapter SearchIndustry11 citations
279. Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data?Short11 citations
280. Towards an On-device Agent for Text RewritingFindings11 citations
281. Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AISystem Demonstrations11 citations
282. Unlocking Emergent Modularity in Large Language ModelsLong11 citations
283. Assessing Factual Reliability of Large Language Model KnowledgeLong10 citations
284. BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervisionLong10 citations
285. Building Knowledge-Guided Lexica to Model Cultural VariationLong10 citations
286. Document Image Machine Translation with Dynamic Multi-pre-trained Models AssemblingLong10 citations
287. Ethos: Rectifying Language Models in Orthogonal Parameter SpaceFindings10 citations
288. Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal ReasoningFindings10 citations
289. Long-form evaluation of model editingLong10 citations
290. MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical ReasoningLong10 citations
291. ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language ModelsLong10 citations
292. SEMQA: Semi-Extractive Multi-Source Question AnsweringLong10 citations
293. SMILE: Multimodal Dataset for Understanding Laughter in Video with Language ModelsFindings10 citations
294. TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionLong10 citations
295. The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer YouthLong10 citations
296. The Impact of Depth on Compositional Generalization in Transformer Language ModelsLong10 citations
297. Time Machine GPTFindings10 citations
298. Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language TechnologiesFindings10 citations
299. Visual Grounding Helps Learn Word Meanings in Low-Data RegimesLong10 citations
300. X-LLaVA: Optimizing Bilingual Large Vision-Language AlignmentFindings10 citations
301. You don’t need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric InstrumentsLong10 citations
302. A Preference-driven Paradigm for Enhanced Translation with Large Language ModelsLong9 citations
303. A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor ReasoningLong9 citations
304. Arithmetic Reasoning with LLM: Prolog Generation & PermutationShort9 citations
305. Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case StudyLong9 citations
306. Differentially Private Next-Token Prediction of Large Language ModelsLong9 citations
307. Edu-ConvoKit: An Open-Source Library for Education Conversation DataSystem Demonstrations9 citations
308. Efficiently Distilling LLMs for Edge ApplicationsIndustry9 citations
309. Examining Modularity in Multilingual LMs via Language-Specialized SubnetworksFindings9 citations
310. Extending CLIP’s Image-Text Alignment to Referring Image SegmentationLong9 citations
311. GRASP: A Disagreement Analysis Framework to Assess Group Associations in PerspectivesLong9 citations
312. Improving Adversarial Data Collection by Supporting Annotators: Lessons from GAHD, a German Hate Speech DatasetLong9 citations
313. IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian ContextLong9 citations
314. Investigating the Emergent Audio Classification Ability of ASR Foundation ModelsLong9 citations
315. Large Human Language Models: A Need and the ChallengesLong9 citations
316. Llama meets EU: Investigating the European political spectrum through the lens of LLMsShort9 citations
317. Measuring Social Norms of Large Language ModelsFindings9 citations
318. Naive Bayes-based Context Extension for Large Language ModelsLong9 citations
319. PEEB: Part-based Image Classifiers with an Explainable and Editable Language BottleneckFindings9 citations
320. Planning and Editing What You Retrieve for Enhanced Tool LearningFindings9 citations
321. Pruning as a Domain-specific LLM ExtractorFindings9 citations
322. RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural ConversationsFindings9 citations
323. Reverse Chain: A Generic-Rule for LLMs to Master Multi-API PlanningFindings9 citations
324. Solving General Natural-Language-Description Optimization Problems with Large Language ModelsIndustry9 citations
325. Toward Informal Language Processing: Knowledge of Slang in Large Language ModelsLong9 citations
326. Visual Grounding for User InterfacesIndustry9 citations
327. Weight-Inherited Distillation for Task-Agnostic BERT CompressionFindings9 citations
328. Z-GMOT: Zero-shot Generic Multiple Object TrackingFindings9 citations
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474. Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language LearningFindings5 citations
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483. Towards Explainability in Legal Outcome Prediction ModelsLong5 citations
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543. kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context LearningLong4 citations
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575. Fact Checking Beyond Training SetLong3 citations
576. Few-shot Knowledge Graph Relational Reasoning via Subgraph AdaptationLong3 citations
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587. KTRL+F: Knowledge-Augmented In-Document SearchLong3 citations
588. Keep it Private: Unsupervised Privatization of Online TextLong3 citations
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650. Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human RationalesFindings2 citations
651. FAMuS: Frames Across Multiple SourcesLong2 citations
652. Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training SamplesLong2 citations
653. Fumbling in Babel: An Investigation into ChatGPT’s Language Identification AbilityFindings2 citations
654. Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation ExtractionShort2 citations
655. Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language ModelsFindings2 citations
656. Generating Attractive and Authentic Copywriting from Customer ReviewsLong2 citations
657. Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument ExtractionLong2 citations
658. GuyLingo: The Republic of Guyana Creole CorporaShort2 citations
659. HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrievalLong2 citations
660. How Lexical is Bilingual Lexicon Induction?Findings2 citations
661. HumanRankEval: Automatic Evaluation of LMs as Conversational AssistantsLong2 citations
662. Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NERLong2 citations
663. Improving Toponym Resolution by Predicting Attributes to Constrain Geographical Ontology EntriesShort2 citations
664. Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question AnsweringShort2 citations
665. LEAF: Language Learners’ English Essays and Feedback CorpusShort2 citations
666. LSTDial: Enhancing Dialogue Generation via Long- and Short-Term Measurement FeedbackLong2 citations
667. Language Agnostic Code EmbeddingsLong2 citations
668. LanguageFlow: Advancing Diffusion Language Generation with Probabilistic FlowsLong2 citations
669. Laying Anchors: Semantically Priming Numerals in Language ModelingFindings2 citations
670. Less is More for Improving Automatic Evaluation of Factual ConsistencyIndustry2 citations
671. Leveraging Contextual Information for Effective Entity Salience DetectionFindings2 citations
672. Leveraging Summarization for Unsupervised Dialogue Topic SegmentationFindings2 citations
673. Low-Cost Generation and Evaluation of Dictionary Example SentencesLong2 citations
674. MICo: Preventative Detoxification of Large Language Models through Inhibition ControlFindings2 citations
675. Massive End-to-end Speech Recognition Models with Time ReductionLong2 citations
676. Measuring Cross-lingual Transfer in BytesLong2 citations
677. Metaphor Detection with Context Enhancement and Curriculum LearningLong2 citations
678. Mix-Initiative Response Generation with Dynamic Prefix TuningLong2 citations
679. Modeling and Detecting Company Risks from NewsIndustry2 citations
680. More room for language: Investigating the effect of retrieval on language modelsShort2 citations
681. MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language ModelsFindings2 citations
682. Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding RecommendationLong2 citations
683. Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based ApproachesLong2 citations
684. Named Entity Recognition Under Domain Shift via Metric Learning for Life SciencesLong2 citations
685. Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated LearningLong2 citations
686. Neurocache: Efficient Vector Retrieval for Long-range Language ModelingLong2 citations
687. Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling VariantsFindings2 citations
688. ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior DetectionLong2 citations
689. On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQLLong2 citations
690. On the True Distribution Approximation of Minimum Bayes-Risk DecodingShort2 citations
691. PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language ModelsLong2 citations
692. Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral LabellingLong2 citations
693. Personalized Federated Learning for Text Classification with Gradient-Free Prompt TuningFindings2 citations
694. Pre-trained Language Models for Entity Blocking: A Reproducibility StudyLong2 citations
695. Probing the Category of Verbal Aspect in Transformer Language ModelsFindings2 citations
696. Promptly Predicting Structures: The Return of InferenceLong2 citations
697. RE2: Region-Aware Relation Extraction from Visually Rich DocumentsLong2 citations
698. REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity LinkingIndustry2 citations
699. RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUsSystem Demonstrations2 citations
700. Regularized Conventions: Equilibrium Computation as a Model of Pragmatic ReasoningLong2 citations
701. Reinforced Multiple Instance Selection for Speaker Attribute PredictionLong2 citations
702. Revisiting subword tokenization: A case study on affixal negation in large language modelsLong2 citations
703. RoDia: A New Dataset for Romanian Dialect Identification from SpeechFindings2 citations
704. SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence EmbeddingsShort2 citations
705. Self-Adaptive Sampling for Accurate Video Question Answering on Image Text ModelsFindings2 citations
706. Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean InstancesFindings2 citations
707. Self-generated Replay Memories for Continual Neural Machine TranslationLong2 citations
708. Sentence-level Media Bias Analysis with Event Relation GraphLong2 citations
709. Show Your Work with Confidence: Confidence Bands for Tuning CurvesLong2 citations
710. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language TranslationFindings2 citations
711. Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learningFindings2 citations
712. Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt OptimisationLong2 citations
713. Subspace Representations for Soft Set Operations and Sentence SimilaritiesLong2 citations
714. SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual SummarizationLong2 citations
715. TOPICAL: TOPIC Pages AutomagicaLlySystem Demonstrations2 citations
716. TRUE-UIE: Two Universal Relations Unify Information Extraction TasksLong2 citations
717. Targeted Augmentation for Low-Resource Event ExtractionFindings2 citations
718. Testing the Effect of Code Documentation on Large Language Model Code UnderstandingFindings2 citations
719. Towards Improved Multi-Source Attribution for Long-Form Answer GenerationLong2 citations
720. UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UIFindings2 citations
721. What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User PerceptionLong2 citations
722. When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model ScaleLong2 citations
723. XAL: EXplainable Active Learning Makes Classifiers Better Low-resource LearnersLong2 citations
724. iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative ExamplesLong2 citations
725. A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content DetectionFindings1 citations
726. A Likelihood Ratio Test of Genetic Relationship among LanguagesLong1 citations
727. A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual TranslationFindings1 citations
728. A Universal Dependencies Treebank for Highland Puebla NahuatlLong1 citations
729. ATLAS: A System for PDF-centric Human Interaction Data CollectionSystem Demonstrations1 citations
730. Adjusting Interpretable Dimensions in Embedding Space with Human JudgmentsLong1 citations
731. Analysis of State-Level Legislative Process in Enhanced Linguistic and Nationwide Network ContextsLong1 citations
732. Analyzing the Use of Metaphors in News Editorials for Political FramingLong1 citations
733. BeLeaf: Belief Prediction as Tree GenerationSystem Demonstrations1 citations
734. Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case SummarizationLong1 citations
735. Bilateral Masking with prompt for Knowledge Graph CompletionFindings1 citations
736. CARE: Extracting Experimental Findings From Clinical LiteratureFindings1 citations
737. CERET: Cost-Effective Extrinsic Refinement for Text GenerationLong1 citations
738. Causal Inference for Human-Language Model CollaborationLong1 citations
739. CoUDA: Coherence Evaluation via Unified Data AugmentationLong1 citations
740. Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data AnalysisSystem Demonstrations1 citations
741. Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentencesFindings1 citations
742. Create! Don’t Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative GenerationLong1 citations
743. Cross-Lingual Summarization with Pseudo-Label RegularizationFindings1 citations
744. Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish VernacularsLong1 citations
745. Curriculum Masking in Vision-Language Pretraining to Maximize Cross Modal InteractionLong1 citations
746. DEMO: A Statistical Perspective for Efficient Image-Text MatchingLong1 citations
747. Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsLong1 citations
748. Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial AttacksFindings1 citations
749. DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by DriftIndustry1 citations
750. DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token SamplingLong1 citations
751. EdTec-QBuilder: A Semantic Retrieval Tool for Assembling Vocational Training Exams in German LanguageSystem Demonstrations1 citations
752. Enhancing Perception: Refining Explanations of News Claims with LLM ConversationsFindings1 citations
753. Evaluating Step-by-Step Reasoning through Symbolic VerificationFindings1 citations
754. Extractive Summarization with Text GeneratorLong1 citations
755. Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-DenoisingLong1 citations
756. Extremely efficient online query encoding for dense retrievalFindings1 citations
757. FIRE: A Dataset for Financial Relation ExtractionFindings1 citations
758. FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of ClassesSystem Demonstrations1 citations
759. Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase RecognitionFindings1 citations
760. Fighting crime with Transformers: Empirical analysis of address parsing methods in payment dataIndustry1 citations
761. Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge DisentanglementFindings1 citations
762. Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media PostsFindings1 citations
763. Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality ModelLong1 citations
764. Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTToLong1 citations
765. Interplay of Machine Translation, Diacritics, and DiacritizationLong1 citations
766. Interpreting Answers to Yes-No Questions in Dialogues from Multiple DomainsFindings1 citations
767. Interpreting User Requests in the Context of Natural Language Standing InstructionsFindings1 citations
768. Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement LearningFindings1 citations
769. LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on CloudFindings1 citations
770. Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource ArchitecturesFindings1 citations
771. LegalDiscourse: Interpreting When Laws Apply and To WhomLong1 citations
772. Leitner-Guided Memory Replay for Cross-lingual Continual LearningLong1 citations
773. Lifelong Event Detection with Embedding Space Separation and CompactionShort1 citations
774. MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked CorpusLong1 citations
775. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine TranslationLong1 citations
776. Methods, Applications, and Directions of Learning-to-Rank in NLP ResearchFindings1 citations
777. MisgenderMender: A Community-Informed Approach to Interventions for MisgenderingLong1 citations
778. Multi-Granularity Guided Fusion-in-DecoderFindings1 citations
779. Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic StructureLong1 citations
780. My Heart Skipped a Beat! Recognizing Expressions of Embodied Emotion in Natural LanguageLong1 citations
781. Newspaper Signaling for Crisis PredictionSystem Demonstrations1 citations
782. Noisy Multi-Label Text Classification via Instance-Label Pair CorrectionFindings1 citations
783. Non-contrastive sentence representations via self-supervisionFindings1 citations
784. Order-Based Pre-training Strategies for Procedural Text UnderstandingShort1 citations
785. PELMS: Pre-training for Effective Low-Shot Multi-Document SummarizationLong1 citations
786. Pedagogically Aligned Objectives Create Reliable Automatic Cloze TestsLong1 citations
787. Prompt Tuned Embedding Classification for Industry Sector AllocationIndustry1 citations
788. PromptFix: Few-shot Backdoor Removal via Adversarial Prompt TuningLong1 citations
789. R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic PiecesLong1 citations
790. READ: Improving Relation Extraction from an ADversarial PerspectiveFindings1 citations
791. REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic SimilarityFindings1 citations
792. Re-evaluating the Need for Visual Signals in Unsupervised Grammar InductionFindings1 citations
793. Rectifying Demonstration Shortcut in In-Context LearningLong1 citations
794. Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic ComparisonFindings1 citations
795. Returning to the Start: Generating Narratives with Related EndpointsShort1 citations
796. Scaling Up Authorship AttributionIndustry1 citations
797. Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language ModelsFindings1 citations
798. Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language ModelsFindings1 citations
799. Self-Regulated Data-Free Knowledge Amalgamation for Text ClassificationIndustry1 citations
800. Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument ExtractionLong1 citations
801. Sequential Compositional Generalization in Multimodal ModelsLong1 citations
802. Simple and effective data augmentation for compositional generalizationLong1 citations
803. Subword Attention and Post-Processing for Rare and Unknown Contextualized EmbeddingsFindings1 citations
804. Tailoring Vaccine Messaging with Common-Ground OpinionsFindings1 citations
805. Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context LearningLong1 citations
806. Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional TrainingFindings1 citations
807. The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking ComputationShort1 citations
808. The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine TranslationShort1 citations
809. Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language TasksLong1 citations
810. Toward Interactive Regional Understanding in Vision-Large Language ModelsLong1 citations
811. Towards Better Generalization in Open-Domain Question Answering by Mitigating Context MemorizationFindings1 citations
812. UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State TrackingFindings1 citations
813. UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through DebiasingLong1 citations
814. Unveiling Divergent Inductive Biases of LLMs on Temporal DataShort1 citations
815. Verifying Claims About Metaphors with Large-Scale Automatic Metaphor IdentificationShort1 citations
816. VertAttack: Taking Advantage of Text Classifiers’ Horizontal VisionLong1 citations
817. ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language ModelsFindings1 citations
818. Visual Enhanced Entity-Level Interaction Network for Multimodal SummarizationFindings1 citations
819. What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?Long1 citations
820. Where are you from? Geolocating Speech and Applications to Language IdentificationLong1 citations
821. Which One? Leveraging Context Between Objects and Multiple Views for Language GroundingLong1 citations
822. XNLIeu: a dataset for cross-lingual NLI in BasqueLong1 citations
823. ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis PlatformFindings1 citations
824. Zero-Shot vs. Translation-Based Cross-Lingual Transfer: The Case of Lexical GapsShort1 citations
825. Zero-shot Generative Linguistic SteganographyLong1 citations
826. ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language ModelsSystem Demonstrations1 citations
827. A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionLong
828. A Study on Scaling Up Multilingual News Framing AnalysisFindings
829. A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature ReviewsLong
830. Accurate Knowledge Distillation via n-best RerankingLong
831. AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLPFindings
832. Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue AgentsFindings
833. An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation CommunicationIndustry
834. Applications of BERT Models Towards Automation of Clinical Coding in IcelandicFindings
835. Automating the Generation of a Functional Semantic Types Ontology with Foundational ModelsIndustry
836. Beta-LR: Interpretable Logical Reasoning based on Beta DistributionFindings
837. Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and QueryFindings
838. Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity JudgmentsFindings
839. Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt LearningShort
840. Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-ThoughtFindings
841. Contrastive Preference Learning for Neural Machine TranslationFindings
842. Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language UnderstandingLong
843. DLM: A Decoupled Learning Model for Long-tailed Polyphone Disambiguation in MandarinLong
844. Discovering Lobby-Parliamentarian Alignments through NLPLong
845. Discovering and Mitigating Indirect Bias in Attention-Based Model ExplanationsFindings
846. DuRE: Dual Contrastive Self Training for Semi-Supervised Relation ExtractionLong
847. EDC: Effective and Efficient Dialog Comprehension For Dialog State TrackingLong
848. EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker VerificationFindings
849. Efficient Dependency Tree Sampling Without ReplacementFindings
850. Efficient Sample-Specific Encoder PerturbationsShort
851. Explanation Extraction from Hierarchical Classification Frameworks for Long Legal DocumentsFindings
852. Exploring the Factual Consistency in Dialogue Comprehension of Large Language ModelsLong
853. Extending Input Contexts of Language Models through Training on Segmented SequencesFindings
854. FPT: Feature Prompt Tuning for Few-shot Readability AssessmentLong
855. Graph Integrated Language Transformers for Next Action Prediction in Complex Phone CallsIndustry
856. Group Fairness in Multilingual Speech Recognition ModelsFindings
857. How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesShort
858. IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion ModelLong
859. Improving Absent Keyphrase Generation with Diversity HeadsFindings
860. Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-trainingShort
861. IruMozhi: Automatically classifying diglossia in TamilFindings
862. LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systemsFindings
863. Language Model Based Unsupervised Dependency Parsing with Conditional Mutual Information and Grammatical ConstraintsLong
864. Language-Independent Representations Improve Zero-Shot SummarizationShort
865. Large Language Models Encode the Practice of MedicineIndustry
866. Learning Mutually Informed Representations for Characters and SubwordsFindings
867. Leveraging Customer Feedback for Multi-modal Insight ExtractionIndustry
868. Leveraging Interesting Facts to Enhance User Engagement with Conversational InterfacesIndustry
869. Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal DomainIndustry
870. Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation EffortLong
871. MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrievalFindings
872. MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference ResolutionFindings
873. MEMORY-VQ: Compression for Tractable Internet-Scale MemoryShort
874. Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social MediaLong
875. Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence EmbeddingsFindings
876. Measuring Entrainment in Spontaneous Code-switched SpeechLong
877. Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-DistillationLong
878. Modularized Multilingual NMT with Fine-grained InterlinguaLong
879. Multi-Scale Prompt Memory-Augmented Model for Black-Box ScenariosLong
880. Multilingual Models for ASR in Chibchan LanguagesLong
881. Multimodal Contextual Dialogue Breakdown Detection for Conversational AI ModelsIndustry
882. Natural Language-based State Representation in Deep Reinforcement LearningFindings
883. No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language ModelsLong
884. Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying ReferencesLong
885. On Narrative Question Answering SkillsShort
886. On Retrieval Augmentation and the Limitations of Language Model TrainingShort
887. On the Effectiveness of Adversarial Robustness for Abuse Mitigation with CounterspeechLong
888. Plug-in Language Model: Controlling Text Generation with a Simple Regression ModelFindings
889. Principles from Clinical Research for NLP Model GeneralizationLong
890. Prompting Vision-Language Models For Aspect-Controlled Generation of Referring ExpressionsFindings
891. Quantum-inspired Language Model with Lindblad Master Equation and Interference Measurement for Sentiment AnalysisLong
892. R-BASS : Relevance-aided Block-wise Adaptation for Speech SummarizationFindings
893. RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience VisualizationSystem Demonstrations
894. Read between the lines - Functionality Extraction From READMEsFindings
895. SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language ModelFindings
896. ScriptMix: Mixing Scripts for Low-resource Language ParsingLong
897. Search Query Refinement for Japanese Named Entity Recognition in E-commerce DomainIndustry
898. Self-Regulated Sample Diversity in Large Language ModelsFindings
899. Semantically-Prompted Language Models Improve Visual DescriptionsFindings
900. Separately Parameterizing Singleton Detection Improves End-to-end Neural Coreference ResolutionShort
901. Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuningFindings
902. Synonym relations affect object detection learned on vision-language dataFindings
903. T3M: Text Guided 3D Human Motion Synthesis from SpeechFindings
904. TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language ModelsFindings
905. The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological SegmentationLong
906. Towards Translating Objective Product Attributes Into Customer LanguageIndustry
907. Tree-of-Question: Structured Retrieval Framework for Korean Question Answering SystemsIndustry
908. UEGP: Unified Expert-Guided Pre-training for Knowledge RekindleFindings
909. Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse CoherenceShort
910. VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing AutoencoderFindings
911. XferBench: a Data-Driven Benchmark for Emergent LanguageLong
912. “Tell me who you are and I tell you how you argue”: Predicting Stances and Arguments for Stakeholder GroupsFindings

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