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EMNLP 2024: all accepted papers

1,447 papers · page 4 of 15 · the most cited first · ← EMNLP 2024

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  1. A Survey of AMR Applications ↗Shira Wein, Juri Opitz8 citations
  2. Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network ↗Haoran Li, Qiang Gao, Hongmei Wu et al.8 citations
  3. Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering ↗Lu Shi, Bin Qi, Jiarui Luo et al. · Industry Track8 citations
  4. Aligning Language Models to Explicitly Handle Ambiguity ↗Hyuhng Joon Kim, Youna Kim, Cheonbok Park et al.8 citations
  5. An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records ↗Joakim Edin, Maria Maistro, Lars Maaløe et al.8 citations
  6. An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance ↗Simran Khanuja, Sathyanarayanan Ramamoorthy, Yueqi Song et al. · 🏆 Best Paper Award8 citations
  7. Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters ↗Zhiyu Guo, Hidetaka Kamigaito, Taro Watanabe8 citations
  8. Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards ↗Heejin Do, Sangwon Ryu, Gary Lee8 citations
  9. Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models ↗Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan et al.8 citations
  10. Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning ↗Ming Shan Hee, Aditi Kumaresan, Roy Ka-Wei Lee8 citations
  11. Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner ↗Shudong Liu, Zhaocong Li, Xuebo Liu et al.8 citations
  12. ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval ↗Kelong Mao, Chenlong Deng, Haonan Chen et al.8 citations
  13. Dual-Space Knowledge Distillation for Large Language Models ↗Songming Zhang, Xue Zhang, Zengkui Sun et al.8 citations
  14. Dynamic Multi-granularity Attribution Network for Aspect-based Sentiment Analysis ↗Yanjiang Chen, Kai Zhang, Feng Hu et al.8 citations
  15. EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models ↗Shangyu Xing, Fei Zhao, Zhen Wu et al.8 citations
  16. Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems ↗Jun Zhao, Jingqi Tong, Yurong Mou et al.8 citations
  17. FLIRT: Feedback Loop In-context Red Teaming ↗Ninareh Mehrabi, Palash Goyal, Christophe Dupuy et al.8 citations
  18. Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models ↗XiaoHua Feng, Chaochao Chen, Yuyuan Li et al.8 citations
  19. HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning ↗Shayan Ali Akbar, Md Mosharaf Hossain, Tess Wood et al.8 citations
  20. Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning ↗Zhili Shen, Pavlos Vougiouklis, Chenxin Diao et al.8 citations
  21. LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History ↗Akash Gupta, Ivaxi Sheth, Vyas Raina et al.8 citations
  22. LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration ↗Jun Zhao, Can Zu, Xu Hao et al.8 citations
  23. Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism ↗Lang Cao8 citations
  24. Learning Personalized Alignment for Evaluating Open-ended Text Generation ↗Danqing Wang, Kevin Yang, Hanlin Zhu et al.8 citations
  25. More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs ↗Chengyuan Liu, Yangyang Kang, Shihang Wang et al.8 citations
  26. Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering ↗Omar Adjali, Olivier Ferret, Sahar Ghannay et al.8 citations
  27. Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models ↗Nisarg Patel, Mohith Kulkarni, Mihir Parmar et al.8 citations
  28. Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models ↗Vyas Raina, Rao Ma, Charles McGhee et al.8 citations
  29. NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition ↗Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik8 citations
  30. Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination ↗Pittawat Taveekitworachai, Febri Abdullah, Ruck Thawonmas8 citations
  31. OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting ↗Xukai Liu, Ye Liu, Kai Zhang et al.8 citations
  32. Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization ↗Seungwoo Son, Wonpyo Park, Woohyun Han et al.8 citations
  33. Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method ↗Weichao Zhang, Ruqing Zhang, Jiafeng Guo et al. · 🏆 Best Paper Award8 citations
  34. ProConSuL: Project Context for Code Summarization with LLMs ↗Vadim Lomshakov, Andrey Podivilov, Sergey Savin et al. · Industry Track8 citations
  35. Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs ↗Shadi Iskander, Sofia Tolmach, Ori Shapira et al.8 citations
  36. RAGViz: Diagnose and Visualize Retrieval-Augmented Generation ↗Tevin Wang, Jingyuan He, Chenyan Xiong · System Demonstrations8 citations
  37. Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies ↗Junlin Wang, Siddhartha Jain, Dejiao Zhang et al.8 citations
  38. Reconsidering Sentence-Level Sign Language Translation ↗Garrett Tanzer, Maximus Shengelia, Ken Harrenstien et al.8 citations
  39. Rethinking Token Reduction for State Space Models ↗Zheng Zhan, Yushu Wu, Zhenglun Kong et al.8 citations
  40. Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation ↗Yuanjie Lyu, Zihan Niu, Zheyong Xie et al.8 citations
  41. Revisiting the Robustness of Watermarking to Paraphrasing Attacks ↗Saksham Rastogi, Danish Pruthi8 citations
  42. RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning ↗Haoyu Wang, Tianci Liu, Ruirui Li et al.8 citations
  43. SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation ↗Xinping Zhao, Dongfang Li, Yan Zhong et al.8 citations
  44. TensorOpera Router: A Multi-Model Router for Efficient LLM Inference ↗Dimitris Stripelis, Zhaozhuo Xu, Zijian Hu et al. · Industry Track8 citations
  45. Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features ↗Xiao Yu, Kejiang Chen, Qi Yang et al.8 citations
  46. The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead? ↗Alexander S. Choi, Syeda Sabrina Akter, JP Singh et al.8 citations
  47. The Program Testing Ability of Large Language Models for Code ↗Weimin Xiong, Yiwen Guo, Hao Chen · Industry Track8 citations
  48. ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models ↗Yuxiang Zhang, Jing Chen, Junjie Wang et al.8 citations
  49. Towards Low-Resource Harmful Meme Detection with LMM Agents ↗Jianzhao Huang, Hongzhan Lin, Liu Ziyan et al.8 citations
  50. Towards Verifiable Text Generation with Evolving Memory and Self-Reflection ↗Hao Sun, Hengyi Cai, Bo Wang et al.8 citations
  51. Virtual Personas for Language Models via an Anthology of Backstories ↗Suhong Moon, Marwa Abdulhai, Minwoo Kang et al.8 citations
  52. Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement ↗Weimin Xiong, Yifan Song, Xiutian Zhao et al.8 citations
  53. What do Large Language Models Need for Machine Translation Evaluation? ↗Shenbin Qian, Archchana Sindhujan, Minnie Kabra et al.8 citations
  54. Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models ↗Layla Bouzoubaa, Elham Aghakhani, Rezvaneh Rezapour8 citations
  55. “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations ↗Huy Nghiem, John Prindle, Jieyu Zhao et al.8 citations
  56. AMPO: Automatic Multi-Branched Prompt Optimization ↗Sheng Yang, Yurong Wu, Yan Gao et al.7 citations
  57. ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles ↗Kayo Yin, Chinmay Singh, Fyodor O Minakov et al.7 citations
  58. Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers ↗Tianhua Zhang, Kun Li, Hongyin Luo et al.7 citations
  59. An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making ↗Xiutian Zhao, Ke Wang, Wei Peng7 citations
  60. Are LLMs Good Zero-Shot Fallacy Classifiers? ↗Fengjun Pan, Xiaobao Wu, Zongrui Li et al.7 citations
  61. BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability ↗Mamta, Rishikant Chigrupaatii, Asif Ekbal7 citations
  62. CELLO: Causal Evaluation of Large Vision-Language Models ↗Meiqi Chen, Bo Peng, Yan Zhang et al.7 citations
  63. CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models ↗Jiawei Gu, Zacc Yang, Chuanghao Ding et al.7 citations
  64. ChatGPT Doesn't Trust Chargers Fans: Guardrail Sensitivity in Context ↗Victoria R Li, Yida Chen, Naomi Saphra7 citations
  65. CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference ↗Erxin Yu, Jing Li, Ming Liao et al.7 citations
  66. Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing ↗Le Yan, Zhen Qin, Honglei Zhuang et al.7 citations
  67. Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting ↗Sagnik Mukherjee, Muhammad Farid Adilazuarda, Sunayana Sitaram et al.7 citations
  68. DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction ↗Xueren Ge, Abhishek Satpathy, Ronald Dean Williams et al.7 citations
  69. Demystifying Verbatim Memorization in Large Language Models ↗Jing Huang, Diyi Yang, Christopher Potts7 citations
  70. DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing ↗Hangdi Xing, Changxu Cheng, Feiyu Gao et al.7 citations
  71. Effective Synthetic Data and Test-Time Adaptation for OCR Correction ↗Shuhao Guan, Cheng Xu, Moule Lin et al.7 citations
  72. Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties ↗Keunwoo Peter Yu, Zheyuan Zhang, Fengyuan Hu et al.7 citations
  73. Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs ↗Cheng Gao, Chaojun Xiao, Zhenghao Liu et al.7 citations
  74. Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works ↗Xinfeng Yuan, Siyu Yuan, Yuhan Cui et al.7 citations
  75. Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering ↗Sungho Ko, Hyunjin Cho, Hyungjoo Chae et al.7 citations
  76. Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning ↗Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng et al.7 citations
  77. Finding Blind Spots in Evaluator LLMs with Interpretable Checklists ↗Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Sshubam Verma et al. · 🏆 Outstanding Paper Award7 citations
  78. Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow ↗Tian Guo, Emmanuel Hauptmann · Industry Track7 citations
  79. Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models ↗Jeonghwan Kim, Heng Ji7 citations
  80. Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models ↗Sander Land, Max Bartolo · 🏆 Outstanding Paper Award7 citations
  81. From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking ↗Siyuan Wang, Zhuohan Long, Zhihao Fan et al.7 citations
  82. INDUS: Effective and Efficient Language Models for Scientific Applications ↗Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka et al. · Industry Track7 citations
  83. Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning ↗Jiashi Lin, Lifang Wang, Xinyu Lu et al.7 citations
  84. LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection ↗Mervat Abassy, Kareem Elozeiri, Alexander Aziz et al. · System Demonstrations7 citations
  85. LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law ↗Toni J.B. Liu, Nicolas Boulle, Raphaël Sarfati et al.7 citations
  86. Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level ↗Zhaopeng Feng, Ruizhe Chen, Yan Zhang et al.7 citations
  87. LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models ↗Hayder Elesedy, Pedro M Esperanca, Silviu Vlad Oprea et al.7 citations
  88. MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline ↗Donghoon Han, Eunhwan Park, Gisang Lee et al. · Industry Track7 citations
  89. MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model ↗Jiahao Huo, Yibo Yan, Boren Hu et al.7 citations
  90. MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction ↗Qiao Sun, Liujia Yang, Minghao Ma et al.7 citations
  91. MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning ↗Yufei Ma, Zihan Liang, Huangyu Dai et al.7 citations
  92. Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding ↗Chong Zhang, Yi Tu, Yixi Zhao et al.7 citations
  93. Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent ↗Xiaoyan Yu, Tongxu Luo, Yifan Wei et al.7 citations
  94. Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation ↗Ruotong Pan, Boxi Cao, Hongyu Lin et al.7 citations
  95. One Thousand and One Pairs: A “novel” challenge for long-context language models ↗Marzena Karpinska, Katherine Thai, Kyle Lo et al.7 citations
  96. Paraphrase Types Elicit Prompt Engineering Capabilities ↗Jan Philip Wahle, Terry Ruas, Yang Xu et al.7 citations
  97. Perceptions of Linguistic Uncertainty by Language Models and Humans ↗Catarina G Belém, Markelle Kelly, Mark Steyvers et al.7 citations
  98. PostMark: A Robust Blackbox Watermark for Large Language Models ↗Yapei Chang, Kalpesh Krishna, Amir Houmansadr et al.7 citations
  99. RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation ↗Xuanwang Zhang, Yun-Ze Song, Yidong Wang et al. · System Demonstrations7 citations
  100. Ranking Manipulation for Conversational Search Engines ↗Samuel Pfrommer, Yatong Bai, Tanmay Gautam et al.7 citations

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