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EMNLP 2024 Accepted Papers

The full list of 2,379 papers accepted at EMNLP 2024 (Conference on Empirical Methods in Natural Language Processing). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

Main: 1,234finding: 976Industry: 119System Demonstrations: 50
  1. Fast Forwarding Low-Rank TrainingMain
  2. Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisperfinding
  3. FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language ModelIndustry
  4. Fill In The Gaps: Model Calibration and Generalization with Synthetic DataMain
  5. Finding the Optimal Byte-Pair Encoding Merge Operations for Neural Machine Translation in a Low-Resource Settingfinding
  6. Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary DebatesMain
  7. First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model ReasoningMain
  8. Free your mouse! Command Large Language Models to Generate Code to Format Word DocumentsMain
  9. From Bottom to Top: Extending the Potential of Parameter Efficient Fine-TuningMain
  10. From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialoguesfinding
  11. Functionality learning through specification instructionsfinding
  12. GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNetsMain
  13. GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and DomainsMain
  14. GENRA: Enhancing Zero-shot Retrieval with Rank AggregationMain
  15. GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language IllustrationMain
  16. GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-TuningMain
  17. GRIZAL: Generative Prior-guided Zero-Shot Temporal Action LocalizationMain
  18. Gazelle: An Instruction Dataset for Arabic Writing Assistancefinding
  19. Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probingfinding
  20. General Collaborative Framework between Large Language Model and Experts for Universal Information Extractionfinding
  21. Generating Demonstrations for In-Context Compositional Generalization in Grounded Language LearningMain
  22. Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language ModelsIndustry
  23. Generation with Dynamic VocabularyMain
  24. Generative Deduplication For Socia Media Data Selectionfinding
  25. Generative Dictionary: Improving Language Learner Understanding with Contextual DefinitionsSystem Demonstrations
  26. Generative Models for Automatic Medical Decision Rule Extraction from TextMain
  27. GeoIndia: A Seq2Seq Geocoding Approach for Indian AddressesIndustry
  28. Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological InflectionMain
  29. Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biasesfinding
  30. GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed TextMain
  31. Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMsMain
  32. Gradient Localization Improves Lifelong Pretraining of Language Modelsfinding
  33. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Groundingfinding
  34. Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classificationfinding
  35. GraphQL Query Generation: A Large Training and Benchmarking DatasetIndustry
  36. GuardEmb: Dynamic Watermark for Safeguarding Large Language Model Embedding Service Against Model Stealing Attackfinding
  37. H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answeringfinding
  38. HSDreport: Heart Sound Diagnosis with Echocardiography Reportsfinding
  39. Hateful Word in Context ClassificationMain
  40. HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialoguesfinding
  41. Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Interventionfinding
  42. Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Modelsfinding
  43. How Entangled is Factuality and Deception in German?finding
  44. How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Modelsfinding
  45. HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aidfinding
  46. Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and ListsIndustry
  47. ICL: Iterative Continual Learning for Multi-domain Neural Machine Translationfinding
  48. IM-BERT: Enhancing Robustness of BERT through the Implicit Euler MethodMain
  49. ITER: Iterative Transformer-based Entity Recognition and Relation Extractionfinding
  50. Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomyfinding
  51. Identifying High Consideration E-Commerce Search QueriesIndustry
  52. Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation PerspectiveMain
  53. Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial PerturbationMain
  54. Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Modelsfinding
  55. Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language ModelIndustry
  56. Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster RepresentationIndustry
  57. Improving Multi-party Dialogue Generation via Topic and Rhetorical CoherenceMain
  58. Improving Quotation Attribution with Fictional Character Embeddingsfinding
  59. In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided SearchMain
  60. Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance AugmentationMain
  61. IndoCL: Benchmarking Indonesian Language Development Assessmentfinding
  62. Induct-Learn: Short Phrase Prompting with Instruction InductionMain
  63. Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment GraphsMain
  64. Inference and Verbalization Functions During In-Context Learningfinding
  65. InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problemfinding
  66. Instance-Level Dynamic LoRAs Composition for Cross-Task Generalizationfinding
  67. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debuggingfinding
  68. Instruction-Driven Game Engine: A Poker Case StudySystem Demonstrations
  69. Integrating Argumentation and Hate-Speech-based Techniques for Countering MisinformationMain
  70. Integrating INCEpTION into larger annotation processesSystem Demonstrations
  71. Integrating Plutchik’s Theory with Mixture of Experts for Enhancing Emotion ClassificationMain
  72. Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional UnderstandingMain
  73. Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assemblyfinding
  74. Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsMain
  75. Irrelevant Alternatives Bias Large Language Model Hiring Decisionsfinding
  76. I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Modelsfinding
  77. LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMsfinding
  78. LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoningfinding
  79. LLM as a metric critic for low resource relation identificationfinding
  80. LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemblefinding
  81. LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answeringfinding
  82. LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent CollaborationMain
  83. LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Modelsfinding
  84. Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven PromptsMain
  85. Language models and brains align due to more than next-word prediction and word-level informationMain
  86. Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information ExtractionIndustry
  87. Language-to-Code Translation with a Single Labeled ExampleMain
  88. Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive BenchmarkMain
  89. Large Language Models are Limited in Out-of-Context Knowledge Reasoningfinding
  90. Learning Dynamic Multi-attribute Interest for Personalized Product Searchfinding
  91. Learning Semantic Structure through First-Order-Logic Translationfinding
  92. Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQLfinding
  93. Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialoguesfinding
  94. Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Trainingfinding
  95. Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systemsfinding
  96. Learning to Ask Denotative and Connotative Questions for Knowledge-based VQAfinding
  97. Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approachfinding
  98. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog Systemfinding
  99. Learning to Plan by Updating Natural Languagefinding
  100. Learning to Rank Salient Content for Query-focused SummarizationMain
  101. Learning to Write Rationally: How Information Is Distributed in Non-native Speakers’ EssaysMain
  102. Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-TrainingMain
  103. Leveraging Conflicts in Social Media Posts: Unintended Offense DatasetMain
  104. Leveraging Grammar Induction for Language Understanding and Generationfinding
  105. Linear Layer Extrapolation for Fine-Grained Emotion ClassificationMain
  106. Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injectionfinding
  107. LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adaptersfinding
  108. LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformationfinding
  109. Local and Global Decoding in Text Generationfinding
  110. LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete AnnotationsMain
  111. Logits Reranking via Semantic Labels for Hard Samples in Text Classificationfinding
  112. Look Who’s Talking Now: Covert Channels From Biased LLMsfinding
  113. M3D: MultiModal MultiDocument Fine-Grained Inconsistency DetectionMain
  114. M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Modelsfinding
  115. MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question AnsweringMain
  116. MEANT: Multimodal Encoder for Antecedent InformationMain
  117. MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillationfinding
  118. MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering BotIndustry
  119. MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific ApplicationsSystem Demonstrations
  120. MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignmentfinding
  121. MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videosfinding
  122. MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction ExpertsMain
  123. MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU LanguagesMain
  124. MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Predictionfinding
  125. MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge GraphsMain
  126. MQuinE: a Cure for “Z-paradox” in Knowledge Graph EmbeddingMain
  127. MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans?finding
  128. Making Large Language Models Better Reasoners with Orchestrated Streaming ExperiencesMain
  129. MedINST: Meta Dataset of Biomedical Instructionsfinding
  130. MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structuresfinding
  131. MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive AnnotationsMain
  132. Medico: Towards Hallucination Detection and Correction with Multi-source Evidence FusionSystem Demonstrations
  133. Memory-Efficient Fine-Tuning of Transformers via Token SelectionMain
  134. Mental Disorder Classification via Temporal Representation of Textfinding
  135. Mentor-KD: Making Small Language Models Better Multi-step ReasonersMain
  136. Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detectionfinding
  137. MetaKP: On-Demand Keyphrase Generationfinding
  138. Methods of Automatic Matrix Language Determination for Code-Switched SpeechMain
  139. MiTTenS: A Dataset for Evaluating Gender MistranslationMain
  140. Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformationfinding
  141. Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational RecommendationMain
  142. Mixed-Session Conversation with Egocentric Memoryfinding
  143. MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph CompletionMain
  144. Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationMain
  145. Model-based Preference Optimization in Abstractive Summarization without Human FeedbackMain
  146. Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property PredictionIndustry
  147. More Bang for your Context: Virtual Documents for Question Answering over Long Documentsfinding
  148. More Insightful Feedback for Tutoring: Enhancing Generation Mechanisms and Automatic EvaluationMain
  149. Multi-Level Cross-Modal Alignment for Speech Relation ExtractionMain
  150. Multi-pass Decoding for Grammatical Error CorrectionMain
  151. MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speechfinding
  152. Multilingual Contrastive Decoding via Language-Agnostic Layers Skippingfinding
  153. Multilingual Fine-Grained News Headline Hallucination Detectionfinding
  154. Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understandingfinding
  155. Multilingual Topic Classification in X: Dataset and AnalysisMain
  156. Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation InferenceMain
  157. NCPrompt: NSP-Based Prompt Learning and Contrastive Learning for Implicit Discourse Relation Recognitionfinding
  158. Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoningfinding
  159. Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Modelsfinding
  160. Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigationfinding
  161. Neural Search Space in Gboard DecoderIndustry
  162. NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial RegistriesMain
  163. News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk MonitoringIndustry
  164. OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentaryfinding
  165. OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering SystemsIndustry
  166. Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the NormMain
  167. On Creating an English-Thai Code-switched Machine Translation in Medical Domainfinding
  168. On Eliciting Syntax from Language Models via HashingMain
  169. On Mitigating Performance Disparities in Multilingual Speech RecognitionMain
  170. On the In-context Generation of Language ModelsMain
  171. On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language ModelsMain
  172. One-to-Many Communication and Compositionality in Emergent CommunicationMain
  173. One2Set + Large Language Model: Best Partners for Keyphrase GenerationMain
  174. OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model PromptingMain
  175. Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid ApproachMain
  176. Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion ApproachIndustry
  177. Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Searchfinding
  178. Overcome Noise and Bias: Segmentation-Aided Multi-Granularity Denoising and Debiasing for Enhanced Quarduples Extraction in DialogueMain
  179. PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation AdjustmentIndustry
  180. PE: A Poincare Explanation Method for Fast Text Hierarchy Generationfinding
  181. PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM AgentsIndustry
  182. PFA-ERC: Psuedo-Future Augmented Dynamic Emotion Recognition in Conversationsfinding
  183. PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacksfinding
  184. PRISM: A New Lens for Improved Color UnderstandingIndustry
  185. PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understandingfinding
  186. PSC: Extending Context Window of Large Language Models via Phase Shift CalibrationMain
  187. PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transferfinding
  188. Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual SimilarityMain
  189. Personalized Video Comment Generationfinding
  190. PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case StudyMain
  191. Phonetic and Lexical Discovery of Canine Vocalizationfinding
  192. Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language ModelsMain
  193. PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipesfinding
  194. Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Biasfinding
  195. Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Detailsfinding
  196. Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Textsfinding
  197. Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Modelfinding
  198. Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation EnhancementMain
  199. Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language ModelMain
  200. Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distractionfinding
  201. Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversationsfinding
  202. Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer)Industry
  203. Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay GenerationMain
  204. Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation OutputIndustry
  205. Pruning Multilingual Large Language Models for Multilingual Inferencefinding
  206. Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer MergingMain
  207. PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine TranslationMain
  208. Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discoveryfinding
  209. PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domainfinding
  210. QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanismfinding
  211. QUIS: Question-guided Insights Generation for Automated Exploratory Data AnalysisIndustry
  212. QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning ScenariosMain
  213. Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLMfinding
  214. RA2FD: Distilling Faithfulness into Efficient Dialogue SystemsMain
  215. RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational SettingsIndustry
  216. RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and MaintenanceIndustry
  217. RAGViz: Diagnose and Visualize Retrieval-Augmented GenerationSystem Demonstrations
  218. RRADistill: Distilling LLMs’ Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search EngineIndustry
  219. Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problemsfinding
  220. Rater Cohesion and Quality from a Vicarious Perspectivefinding
  221. Re-Evaluating Evaluation for Multilingual SummarizationMain
  222. Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens GroundingMain
  223. Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corporafinding
  224. Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Pathsfinding
  225. Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMsMain
  226. Red Teaming Language Models for Processing Contradictory DialoguesMain
  227. Refining App Reviews: Dataset, Methodology, and EvaluationIndustry
  228. RepMatch: Quantifying Cross-Instance Similarities in Representation SpaceMain
  229. Representational Analysis of Binding in Language ModelsMain
  230. Rethinking Code Refinement: Learning to Judge Code Efficiencyfinding
  231. Rethinking Evaluation Methods for Machine Unlearningfinding
  232. Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error MinimizationMain
  233. Rethinking the Evaluation of In-Context Learning for LLMsMain
  234. Rethinking the Role of Proxy Rewards in Language Model AlignmentMain
  235. Retrieval Augmented Spelling Correction for E-Commerce ApplicationsIndustry
  236. Retrieval-enriched zero-shot image classification in low-resource domainsMain
  237. Retrieving Contextual Information for Long-Form Question Answering using Weak Supervisionfinding
  238. RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch InferenceMain
  239. Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitterfinding
  240. Reverse-Engineering the ReaderMain
  241. Revisiting Supertagging for faster HPSG parsingMain
  242. Reward Modeling Requires Automatic Adjustment Based on Data Qualityfinding
  243. RoCEL: Advancing Table Entity Linking through Distinctive Row and Column ContextsMain
  244. SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoningfinding
  245. SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentationfinding
  246. SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine TranslationMain
  247. SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning FrameworkMain
  248. STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive ProgressionsMain
  249. SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answeringfinding
  250. Salient Information Prompting to Steer Content in Prompt-based Abstractive SummarizationIndustry
  251. Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMsIndustry
  252. Satyrn: A Platform for Analytics Augmented GenerationMain
  253. Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approachfinding
  254. Scalable and Domain-General Abstractive Proposition Segmentationfinding
  255. Scaling Parameter-Constrained Language Models with Quality DataIndustry
  256. Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-PlaySystem Demonstrations
  257. Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Modelsfinding
  258. SecCoder: Towards Generalizable and Robust Secure Code GenerationMain
  259. Seeing Through VisualBERT: A Causal Adventure on Memetic Landscapesfinding
  260. Seg2Act: Global Context-aware Action Generation for Document Logical StructuringMain
  261. Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Modelfinding
  262. Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument UnderstandingMain
  263. Self-Evolution Fine-Tuning for Policy Optimizationfinding
  264. Self-Powered LLM Modality Expansion for Large Speech-Text ModelsMain
  265. Self-Renewal Prompt Optimizing with Implicit Reasoningfinding
  266. Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language ModelsMain
  267. Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awarenessfinding
  268. Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIPfinding
  269. Semantics and Sentiment: Cross-lingual Variations in Emoji UseMain
  270. Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based LearningMain
  271. Show and Guide: Instructional-Plan Grounded Vision and Language ModelMain
  272. Sing it, Narrate it: Quality Musical Lyrics Translationfinding
  273. SocialGaze: Improving the Integration of Human Social Norms in Large Language Modelsfinding
  274. SparseGrad: A Selective Method for Efficient Fine-tuning of MLP LayersMain
  275. SpeechQE: Estimating the Quality of Direct Speech TranslationMain
  276. Stable Language Model Pre-training by Reducing Embedding VariabilityMain
  277. Stanceformer: Target-Aware Transformer for Stance Detectionfinding
  278. Stochastic Fine-Tuning of Language Models Using Masked Gradientsfinding
  279. Story Embeddings — Narrative-Focused Representations of Fictional StoriesMain
  280. Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised DenoisingIndustry
  281. Studying and Mitigating Biases in Sign Language Understanding ModelsMain
  282. Style-Shifting Behaviour of the Manosphere on RedditMain
  283. StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style ElementsMain
  284. SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarizationfinding
  285. Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the USMain
  286. SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckListsfinding
  287. TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model EvaluationSystem Demonstrations
  288. TEMA: Token Embeddings Mapping for Enriching Low-Resource Language ModelsMain
  289. TOWER: Tree Organized Weighting for Evaluating Complex Instructionsfinding
  290. Tag-grounded Visual Instruction Tuning with Retrieval AugmentationMain
  291. Target-Aware Language Modeling via Granular Data SamplingMain
  292. Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language UseMain
  293. TelBench: A Benchmark for Evaluating Telco-Specific Large Language ModelsIndustry
  294. Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillationfinding
  295. TempoFormer: A Transformer for Temporally-aware Representations in Change DetectionMain
  296. Tending Towards Stability: Convergence Challenges in Small Language Modelsfinding
  297. Text2Chart31: Instruction Tuning for Chart Generation with Automatic FeedbackMain
  298. Text2Model: Text-based Model Induction for Zero-shot Image Classificationfinding
  299. TextLap: Customizing Language Models for Text-to-Layout Planningfinding
  300. The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Casesfinding
  301. The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural PerspectiveMain
  302. The Empirical Variability of Narrative Perceptions of Social Media TextsMain
  303. The Greatest Good Benchmark: Measuring LLMs’ Alignment with Utilitarian Moral DilemmasMain
  304. The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoningfinding
  305. The Overlooked Repetitive Lengthening Form in Sentiment Analysisfinding
  306. Time Matters: An End-to-End Solution for Temporal Claim VerificationIndustry
  307. To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguityfinding
  308. To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language ModelsMain
  309. Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitterfinding
  310. Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languagesfinding
  311. TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASRMain
  312. Toolken+: Improving LLM Tool Usage with Reranking and a Reject Optionfinding
  313. Towards Aligning Language Models with Textual FeedbackMain
  314. Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysisfinding
  315. Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trollingfinding
  316. Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Methodfinding
  317. Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized DraftersMain
  318. Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language ModelsMain
  319. Towards One-to-Many Visual Question Answeringfinding
  320. Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropoutfinding
  321. Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and InsightsMain
  322. Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Modelsfinding
  323. Transfer Learning for Text Classification via Model Risk Analysisfinding
  324. TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modelingfinding
  325. Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation SystemsSystem Demonstrations
  326. Translation of Multifaceted Data without Re-Training of Machine Translation Systemsfinding
  327. TuringQ: Benchmarking AI Comprehension in Theory of Computationfinding
  328. Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performancefinding
  329. UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language TasksMain
  330. UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language ModelsMain
  331. Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of Warfinding
  332. Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summariesfinding
  333. Understanding Higher-Order Correlations Among Semantic Components in EmbeddingsMain
  334. Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance RegularizationMain
  335. Unleashing the Potential of Large Language Models through Spectral Modulationfinding
  336. Unleashing the Potentials of Likelihood Composition for Multi-modal Language Modelsfinding
  337. Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-TrainingMain
  338. Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Promptingfinding
  339. Unlocking Markets: A Multilingual Benchmark to Cross-Market Question AnsweringMain
  340. Unsupervised Discrete Representations of American Sign LanguageMain
  341. Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidancefinding
  342. Unsupervised Human Preference LearningMain
  343. Unsupervised Named Entity Disambiguation for Low Resource DomainsMain
  344. Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopsesfinding
  345. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMsMain
  346. Unveiling the Invisible: Captioning Videos with Metaphorsfinding
  347. Unveiling the Role of Pretraining in Direct Speech TranslationMain
  348. Updating Large Language Models’ Memories with Time Constraintsfinding
  349. Using Language Models to Disambiguate Lexical Choices in TranslationMain
  350. VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Modelsfinding
  351. VIEWS: Entity-Aware News Video CaptioningMain
  352. VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image ModelsMain
  353. Variational Language Concepts for Interpreting Foundation Language Modelsfinding
  354. Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstructionMain
  355. Video Discourse Parsing and Its Application to Multimodal Summarization: A Dataset and Baseline Approachesfinding
  356. Video-Text Prompting for Weakly Supervised Spatio-Temporal Video GroundingMain
  357. Visual Pivoting Unsupervised Multimodal Machine Translation in Low-Resource Distant Language Pairsfinding
  358. Visual Prompting in LLMs for Enhancing Emotion RecognitionMain
  359. Visual Question Decomposition on Multimodal Large Language Modelsfinding
  360. Voices in a Crowd: Searching for clusters of unique perspectivesMain
  361. Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasetsfinding
  362. Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction SystemsMain
  363. What Would Happen Next? Predicting Consequences from An Event Causality Graphfinding
  364. What are the Generator Preferences for End-to-end Task-Oriented Dialog System?Main
  365. When Generative Adversarial Networks Meet Sequence Labeling ChallengesMain
  366. When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Contextfinding
  367. When the Misidentified Adverbial Phrase Functions as a Complementfinding
  368. Who Wrote When? Author Diarization in Social Media Discussionsfinding
  369. Will LLMs Sink or Swim? Exploring Decision-Making Under Pressurefinding
  370. With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language ModelsMain
  371. Word-Conditioned 3D American Sign Language Motion Generationfinding
  372. Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image GenerationMain
  373. XDetox: Text Detoxification with Token-Level Toxicity ExplanationsMain
  374. Xinference: Making Large Model Serving EasySystem Demonstrations
  375. You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia QuestionsMain
  376. Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error DetectionMain
  377. “Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructionsfinding
  378. “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMsfinding
  379. “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment RecommendationsMain

EMNLP accepted papers in other years

EMNLP 2025 (3,211)EMNLP 2023 (2,009)EMNLP 2022 (1,439)EMNLP 2021 (1,311)

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