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EMNLP 2024: all accepted papers

1,447 papers · page 3 of 15 · the most cited first · ← EMNLP 2024

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  1. Neuron-Level Knowledge Attribution in Large Language Models ↗Zeping Yu, Sophia Ananiadou12 citations
  2. PDFTriage: Question Answering over Long, Structured Documents ↗Jon Saad-Falcon, Joe Barrow, Alexa Siu et al. · Industry Track12 citations
  3. QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models ↗Saleh Ashkboos, Ilia Markov, Elias Frantar et al.12 citations
  4. SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading ↗Tu Anh Dinh, Carlos Mullov, Leonard Bärmann et al.12 citations
  5. Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs ↗Simone Conia, Daniel Lee, Min Li et al. · 🏆 Outstanding Paper Award12 citations
  6. Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis ↗Yuping Lin, Pengfei He, Han Xu et al.12 citations
  7. ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations ↗Yunze Xiao, Yujia Hu, Kenny Tsu Wei Choo et al.12 citations
  8. VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models ↗Jiapeng Wang, Chengyu Wang, Kunzhe Huang et al.12 citations
  9. “A good pun is its own reword”: Can Large Language Models Understand Puns? ↗Zhijun Xu, Siyu Yuan, Lingjie Chen et al.12 citations
  10. AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning ↗Yifan Yang, Kai Zhen, Ershad Banijamali et al.11 citations
  11. An Audit on the Perspectives and Challenges of Hallucinations in NLP ↗Pranav Narayanan Venkit, Tatiana Chakravorti, Vipul Gupta et al.11 citations
  12. BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering ↗Haoyu Wang, Ruirui Li, Haoming Jiang et al.11 citations
  13. CharacterGLM: Customizing Social Characters with Large Language Models ↗Jinfeng Zhou, Zhuang Chen, Dazhen Wan et al. · Industry Track11 citations
  14. CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios ↗Zetian Ouyang, Yishuai Qiu, Linlin Wang et al.11 citations
  15. Conditional and Modal Reasoning in Large Language Models ↗Wesley H. Holliday, Matthew Mandelkern, Cedegao E. Zhang11 citations
  16. Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs ↗Zheng Wang, Zhongyang Li, Zeren Jiang et al.11 citations
  17. Distract Large Language Models for Automatic Jailbreak Attack ↗Zeguan Xiao, Yan Yang, Guanhua Chen et al.11 citations
  18. ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models ↗Haiquan Zhao, Lingyu Li, Shisong Chen et al.11 citations
  19. Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together ↗Dilara Soylu, Christopher Potts, Omar Khattab11 citations
  20. Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting ↗Maxime Kayser, Bayar Menzat, Cornelius Emde et al. · 🏆 Outstanding Paper Award11 citations
  21. GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization ↗Yangfan Ye, Xiachong Feng, Xiaocheng Feng et al.11 citations
  22. KidLM: Advancing Language Models for Children – Early Insights and Future Directions ↗Mir Tafseer Nayeem, Davood Rafiei · 🏆 Resource Paper Award11 citations
  23. Knowledge Graph Enhanced Large Language Model Editing ↗Mengqi Zhang, Xiaotian Ye, Qiang Liu et al.11 citations
  24. LUQ: Long-text Uncertainty Quantification for LLMs ↗Caiqi Zhang, Fangyu Liu, Marco Basaldella et al.11 citations
  25. Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA ↗Pu Jian, Donglei Yu, Jiajun Zhang11 citations
  26. MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic ↗Yuyan Zhou, Liang Song, Bingning Wang et al.11 citations
  27. On the Relationship between Truth and Political Bias in Language Models ↗Suyash Fulay, William Brannon, Shrestha Mohanty et al.11 citations
  28. On the Reliability of Psychological Scales on Large Language Models ↗Jen-tse Huang, Wenxiang Jiao, Man Ho Lam et al.11 citations
  29. Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese ↗Yuqi Chen, Sixuan Li, Ying Li et al.11 citations
  30. Symbolic Working Memory Enhances Language Models for Complex Rule Application ↗Siyuan Wang, Zhongyu Wei, Yejin Choi et al.11 citations
  31. The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis ↗Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang et al.11 citations
  32. Understanding and Mitigating Language Confusion in LLMs ↗Kelly Marchisio, Wei-Yin Ko, Alexandre Berard et al.11 citations
  33. UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation ↗Xiangyu Zhao, Yuehan Zhang, Wenlong Zhang et al.11 citations
  34. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation ↗Wenhao Huang, Zhouhong Gu, Chenghao Peng et al.10 citations
  35. Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents ↗Bandhav Veluri, Benjamin N Peloquin, Bokai Yu et al.10 citations
  36. By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting ↗Hyungjun Yoon, Biniyam Aschalew Tolera, Taesik Gong et al.10 citations
  37. Casablanca: Data and Models for Multidialectal Arabic Speech Recognition ↗Bashar Talafha, Karima Kadaoui, Samar Mohamed Magdy et al.10 citations
  38. DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding ↗Bowen Xing, Lizi Liao, Minlie Huang et al.10 citations
  39. Defining Knowledge: Bridging Epistemology and Large Language Models ↗Constanza Fierro, Ruchira Dhar, Filippos Stamatiou et al.10 citations
  40. Don't Just Say “I don't know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations ↗Yang Deng, Yong Zhao, Moxin Li et al.10 citations
  41. Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection ↗Zhanpeng Chen, Zhihong Zhu, Xianwei Zhuang et al.10 citations
  42. Enhancing Advanced Visual Reasoning Ability of Large Language Models ↗Zhiyuan Li, Dongnan Liu, Chaoyi Zhang et al.10 citations
  43. Fine-Grained Prediction of Reading Comprehension from Eye Movements ↗Omer Shubi, Yoav Meiri, Cfir Avraham Hadar et al.10 citations
  44. GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory ↗Wei Fan, Haoran Li, Zheye Deng et al. · 🏆 Outstanding Paper Award10 citations
  45. Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs ↗Xuhui Zhou, Zhe Su, Tiwalayo Eisape et al.10 citations
  46. Knowledge-Centric Hallucination Detection ↗Xiangkun Hu, Dongyu Ru, Lin Qiu et al.10 citations
  47. MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion ↗Qingyang Li, Yanru Zhong, Yuchu Qin10 citations
  48. Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation ↗Jirui Qi, Gabriele Sarti, Raquel Fernández et al.10 citations
  49. PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection ↗Someen Park, Jaehoon Kim, Seungwan Jin et al.10 citations
  50. Puzzle Solving using Reasoning of Large Language Models: A Survey ↗Panagiotis Giadikiaroglou, Maria Lymperaiou, Giorgos Filandrianos et al.10 citations
  51. ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods ↗Roy Xie, Junlin Wang, Ruomin Huang et al.10 citations
  52. SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages ↗Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar et al.10 citations
  53. SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions ↗Zhi-Qi Cheng, Yifei Dong, Aike Shi et al. · Industry Track10 citations
  54. SignCLIP: Connecting Text and Sign Language by Contrastive Learning ↗Zifan Jiang, Gerard Sant, Amit Moryossef et al.10 citations
  55. Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text ↗Kewei Cheng, Nesreen K. Ahmed, Theodore L. Willke et al.10 citations
  56. Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models ↗Jiaxin Zhang, Wendi Cui, Yiran Huang et al.10 citations
  57. Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval ↗Yifan Qiao, Parker Carlson, Shanxiu He et al. · 🏆 Outstanding Paper Award10 citations
  58. TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering ↗Chuyi Shang, Amos You, Sanjay Subramanian et al.10 citations
  59. ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator ↗Junda Zhu, Lingyong Yan, Haibo Shi et al.9 citations
  60. Aligning Translation-Specific Understanding to General Understanding in Large Language Models ↗Yichong Huang, Baohang Li, Xiaocheng Feng et al.9 citations
  61. Annotation alignment: Comparing LLM and human annotations of conversational safety ↗Rajiv Movva, Pang Wei Koh, Emma Pierson9 citations
  62. Assessing and Verifying Task Utility in LLM-Powered Applications ↗Negar Arabzadeh, Siqing Huo, Nikhil Mehta et al.9 citations
  63. AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? ↗Ori Yoran, Samuel Joseph Amouyal, Chaitanya Malaviya et al.9 citations
  64. C-LLM: Learn to Check Chinese Spelling Errors Character by Character ↗Kunting Li, Yong Hu, Liang He et al.9 citations
  65. Calibrating the Confidence of Large Language Models by Eliciting Fidelity ↗Mozhi Zhang, Mianqiu Huang, Rundong Shi et al.9 citations
  66. Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese ↗Rifki Afina Putri, Faiz Ghifari Haznitrama, Dea Adhista et al.9 citations
  67. ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures ↗Tobias Schimanski, Jingwei Ni, Roberto Spacey Martín et al.9 citations
  68. Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions ↗Inderjeet Jayakumar Nair, Jiaye Tan, Xiaotian Su et al.9 citations
  69. Collective Critics for Creative Story Generation ↗Minwook Bae, Hyounghun Kim9 citations
  70. Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment ↗Yiju Guo, Ganqu Cui, Lifan Yuan et al.9 citations
  71. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection ↗Zhihong Zhu, Kefan Shen, Zhaorun Chen et al.9 citations
  72. Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge ↗Yuxuan Wang, Yueqian Wang, Pengfei Wu et al.9 citations
  73. Enhancing High-order Interaction Awareness in LLM-based Recommender Model ↗Xinfeng Wang, Jin Cui, Fumiyo Fukumoto et al.9 citations
  74. Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic ↗Meng Cao, Lei Shu, Lei Yu et al.9 citations
  75. FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models ↗Xiaochen Wang, Jiaqi Wang, Houping Xiao et al.9 citations
  76. Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models ↗Zhen Tan, Chengshuai Zhao, Raha Moraffah et al.9 citations
  77. Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction ↗Sizhe Zhou, Yu Meng, Bowen Jin et al.9 citations
  78. GuardBench: A Large-Scale Benchmark for Guardrail Models ↗Elias Bassani, Ignacio Sanchez9 citations
  79. HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy ↗YongKang Liu, Yiqun Zhang, Qian Li et al.9 citations
  80. How Far Can We Extract Diverse Perspectives from Large Language Models? ↗Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal et al.9 citations
  81. IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding ↗Pengcheng Li, Xulong Zhang, Jing Xiao et al.9 citations
  82. In-context Contrastive Learning for Event Causality Identification ↗Liang Chao, Wei Xiang, Bang Wang9 citations
  83. Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations ↗Yucheng Jiang, Yijia Shao, Dekun Ma et al.9 citations
  84. Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation ↗Chenlong Deng, Kelong Mao, Zhicheng Dou9 citations
  85. Learning from Natural Language Explanations for Generalizable Entity Matching ↗Somin Wadhwa, Adit Krishnan, Runhui Wang et al.9 citations
  86. Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference ↗Jianxing Yu, Shiqi Wang, Han Yin et al.9 citations
  87. OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs ↗Hasan Iqbal, Yuxia Wang, Minghan Wang et al. · System Demonstrations9 citations
  88. Outcome-Constrained Large Language Models for Countering Hate Speech ↗Lingzi Hong, Pengcheng Luo, Eduardo Blanco et al.9 citations
  89. PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data ↗Ishaan Watts, Varun Gumma, Aditya Yadavalli et al.9 citations
  90. RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance ↗Tianyang Zhang, Zhuoxuan Jiang, Shengguang Bai et al. · Industry Track9 citations
  91. ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment ↗Tarek Naous, Michael J Ryan, Anton Lavrouk et al.9 citations
  92. RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning ↗Junjie Ye, Yilong Wu, Songyang Gao et al.9 citations
  93. Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation ↗Di Wu, Jia-Chen Gu, Fan Yin et al.9 citations
  94. The Greatest Good Benchmark: Measuring LLMs' Alignment with Utilitarian Moral Dilemmas ↗Giovanni Franco Gabriel Marraffini, Andrés Cotton, Noe Fabian Hsueh et al.9 citations
  95. TopViewRS: Vision-Language Models as Top-View Spatial Reasoners ↗Chengzu Li, Caiqi Zhang, Han Zhou et al.9 citations
  96. UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation ↗Juhwan Choi, Yeonghwa Kim, Seunguk Yu et al.9 citations
  97. Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement ↗Pengwei Zhan, Zhen Xu, Qian Tan et al.9 citations
  98. Visual Prompting in LLMs for Enhancing Emotion Recognition ↗Qixuan Zhang, Zhifeng Wang, Dylan Zhang et al.9 citations
  99. XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs ↗Zichen Chen, Jianda Chen, Ambuj Singh et al.9 citations
  100. sign.mt: Real-Time Multilingual Sign Language Translation Application ↗Amit Moryossef · System Demonstrations · 🏆 Outstanding Demo Paper Award9 citations

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