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Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 3 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Modeling Gender and Dialect Bias in Automatic Speech Recognition ↗Camille Harris, Chijioke Mgbahurike, Neha Kumar et al.20 citations
  2. Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models ↗Rui Wang, Fei Mi, Yi Chen et al.20 citations
  3. V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization ↗Yuxi Xie, Guanzhen Li, Xiao Xu et al.20 citations
  4. mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans ↗Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe20 citations
  5. An Open-Source Data Contamination Report for Large Language Models ↗Yucheng Li, Yunhao Guo, Frank Guerin et al.19 citations
  6. Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ↗Zhanhui Zhou, Jie Liu, Jing Shao et al.19 citations
  7. CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving ↗Pei Chen, Shuai Zhang, Boran Han19 citations
  8. CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language TechnologiesWeiyan Shi, Ryan Li, Yutong Zhang et al.19 citations · our summary
  9. Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ↗Sishi Xiong, Yu Zhao, Jie Zhang et al.19 citations
  10. From Role-Play to Drama-Interaction: An LLM Solution ↗Weiqi Wu, Hongqiu Wu, Lai Jiang et al.19 citations
  11. Language Models Still Struggle to Zero-shot Reason about Time Series ↗Mike A Merrill, Mingtian Tan, Vinayak Gupta et al.19 citations
  12. Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks ↗Jack Gallifant, Shan Chen, Pedro José Ferreira Moreira et al.19 citations
  13. ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks ↗Xiaodong Yu, Hao Cheng, Xiaodong Liu et al.19 citations
  14. Rethinking Negative Instances for Generative Named Entity Recognition ↗Yuyang Ding, Juntao Li, Pinzheng Wang et al.19 citations
  15. StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ↗Zhicheng Guo, Sijie Cheng, Hao Wang et al.19 citations
  16. TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ↗Hui Liu, Wenya Wang, Haoru Li et al.19 citations
  17. TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage ↗Meng Lu, Brandon Ho, Dennis Ren et al.19 citations
  18. Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking ↗Nan Xu, Fei Wang, Ben Zhou et al.18 citations
  19. Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models ↗Jiashuo Sun, Yi Luo, Yeyun Gong et al.18 citations
  20. Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration ↗Han Cheng Yu, Yu An Shih, Kin Man Law et al.18 citations
  21. In-Context Learning with Iterative Demonstration Selection ↗Chengwei Qin, Aston Zhang, Chen Chen et al.18 citations
  22. Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition ↗Yukiya Hono, Koh Mitsuda, Tianyu Zhao et al.18 citations
  23. LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ↗Tingting Liang, Chenxin Jin, Lingzhi Wang et al.18 citations
  24. LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages ↗Yinquan Lu, Wenhao Zhu, Lei Li et al.18 citations
  25. Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ↗Shubham Kumar Nigam, Anurag Sharma, Danush Khanna et al.18 citations
  26. Multi-modal Stance Detection: New Datasets and ModelBin Liang, Ang Li, Jingqian Zhao et al.18 citations · our summary
  27. OpenGraph: Towards Open Graph Foundation Models ↗Lianghao Xia, Ben Kao, Chao Huang18 citations
  28. R$^2$AG: Incorporating Retrieval Information into Retrieval Augmented Generation ↗Fuda Ye, Shuangyin Li, Yongqi Zhang et al.18 citations
  29. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning ↗Yuan Sui, Jiaru Zou, Mengyu Zhou et al.18 citations
  30. TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ↗Gökçe Uludoğan, Zeynep Balal, Furkan Akkurt et al.18 citations
  31. Topic Modeling: Contextual Token Embeddings Are All You Need ↗Dimo Angelov, Diana Inkpen18 citations
  32. AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation ↗Zhitao He, Pengfei Cao, Chenhao Wang et al.17 citations
  33. AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models ↗Xiyang Wu, Tianrui Guan, Dianqi Li et al.17 citations
  34. BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues ↗Haodong Duan, Jueqi Wei, Chonghua Wang et al.17 citations
  35. Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ↗Wei Zhai, Hongzhi Qi, Qing Zhao et al.17 citations
  36. Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ↗Minh-Vuong Nguyen, Linhao Luo, Fatemeh Shiri et al.17 citations
  37. Do-Not-Answer: Evaluating Safeguards in LLMsYuxia Wang, Haonan Li, Xudong Han et al.17 citations · our summary
  38. Empowering Large Language Models for Textual Data Augmentation ↗Yichuan Li, Kaize Ding, Jianling Wang et al.17 citations
  39. Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ↗Wenxin Mao, Ruiqi Wang, Jiyu Guo et al.17 citations
  40. Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-ExpertsHaoxiang Wang, Wei Xiong, Tengyang Xie et al.17 citations · our summary
  41. Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models ↗Mahammed Kamruzzaman, Md. Shovon, Gene Kim17 citations
  42. Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ↗Zhangqian Bi, Yao Wan, Zheng Wang et al.17 citations
  43. Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models ↗Fobo Shi, Peijun Qing, Dong Yang et al.17 citations
  44. RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment ↗Kelong Mao, Zheng Liu, Hongjin Qian et al.17 citations
  45. RaFe: Ranking Feedback Improves Query Rewriting for RAG ↗Shengyu Mao, Yong Jiang, Boli Chen et al.17 citations
  46. Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering ↗Yixin Ji, Kaixin Wu, Juntao Li et al.17 citations
  47. Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ↗Thong Nguyen, Yi Bin, Junbin Xiao et al.17 citations
  48. Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing ↗Jeonghun Yeo, Seunghee Han, Minsu Kim et al.17 citations
  49. A Robust Semantics-based Watermark for Large Language Model against Paraphrasing ↗Jie Ren, Han Xu, Yiding Liu et al.16 citations
  50. Android in the Zoo: Chain-of-Action-Thought for GUI Agents ↗Jiwen Zhang, Jihao Wu, Teng Yihua et al.16 citations
  51. ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicFajri Koto, Haonan Li, Sara Shatnawi et al.16 citations · our summary
  52. Automated Focused Feedback Generation for Scientific Writing Assistance ↗Eric Chamoun, Michael Schlichtkrull, Andreas Vlachos16 citations
  53. Calibrating Long-form Generations From Large Language Models ↗Yukun Huang, Yixin Liu, Raghuveer Thirukovalluru et al.16 citations
  54. Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ↗Sitao Cheng, Ziyuan Zhuang, Yong Xu et al.16 citations
  55. Can Large Multimodal Models Uncover Deep Semantics Behind Images? ↗Yixin Yang, Zheng Li, Qingxiu Dong et al.16 citations
  56. Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction ↗Chenlong Deng, Kelong Mao, Yuyao Zhang et al.16 citations
  57. GEE! Grammar Error Explanation with Large Language Models ↗Yixiao Song, Kalpesh Krishna, Rajesh Bhatt et al.16 citations
  58. ICE-Score: Instructing Large Language Models to Evaluate Code ↗Terry Yue Zhuo16 citations
  59. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration ↗Fali Wang, Runxue Bao, Suhang Wang et al.16 citations
  60. Knowledge Mechanisms in Large Language Models: A Survey and Perspective ↗Mengru Wang, Yunzhi Yao, Ziwen Xu et al.16 citations
  61. LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? ↗Qihui Zhang, Chujie Gao, Dongping Chen et al.16 citations
  62. Language Models in Dialogue: Conversational Maxims for Human-AI Interactions ↗Erik Miehling, Manish Nagireddy, Prasanna Sattigeri et al.16 citations
  63. LongForm: Effective Instruction Tuning with Reverse Instructions ↗Abdullatif Köksal, Timo Schick, Anna Korhonen et al.16 citations
  64. MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ↗Hongwei Liu, Zilong Zheng, Yuxuan Qiao et al.16 citations
  65. Phased Instruction Fine-Tuning for Large Language Models ↗Wei Pang, Chuan Zhou, Xiao-Hua Zhou et al.16 citations
  66. Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation ↗Seongyun Lee, Seungone Kim, Sue Park et al.16 citations
  67. Reference-free Hallucination Detection for Large Vision-Language Models ↗Qing Li, Jiahui Geng, Chenyang Lyu et al.16 citations
  68. Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation ↗Bolei He, Nuo Chen, Xinran He et al.16 citations
  69. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ↗Hongzhan Chen, Hehong Chen, Ming Yan et al.16 citations
  70. Understanding the Impacts of Language Technologies' Performance Disparities on African American Language Speakers ↗Jay Cunningham, Su Lin Blodgett, Michael Madaio et al.16 citations
  71. Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ↗Zhiyang Xu, Chao Feng, Rulin Shao et al.16 citations
  72. Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues ↗Deuksin Kwon, Emily Weiss, Tara Kulshrestha et al.15 citations
  73. BERGEN: A Benchmarking Library for Retrieval-Augmented Generation ↗David Rau, Hervé Déjean, Nadezhda Chirkova et al.15 citations
  74. Contextualization Distillation from Large Language Model for Knowledge Graph Completion ↗Dawei Li, Zhen Tan, Tianlong Chen et al.15 citations
  75. Contextualized Topic Coherence Metrics ↗Hamed Rahimi, David Mimno, Jacob Hoover et al.15 citations
  76. CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ↗Zicheng Lin, Zhibin Gou, Tian Liang et al.15 citations
  77. DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs ↗Seyed Mahed Mousavi, Simone Alghisi, Giuseppe Riccardi15 citations
  78. Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ↗Xiaoyuan Li, Wenjie Wang, Moxin Li et al.15 citations
  79. Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ↗Ruomeng Ding, Chaoyun Zhang, Lu Wang et al.15 citations
  80. FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ↗Shubhankar Singh, Purvi Chaurasia, Yerram Varun et al.15 citations
  81. From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation ↗Ali Malik, Stephen Mayhew, Christopher Piech et al.15 citations
  82. GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond ↗Shen Zheng, Yuyu Zhang, Yijie Zhu et al.15 citations
  83. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language ModelsAlfonso Amayuelas, Kyle Wong, Liangming Pan et al.15 citations · our summary
  84. LongAlign: A Recipe for Long Context Alignment of Large Language ModelsYushi Bai, Xin Lv, Jiajie Zhang et al.15 citations · our summary
  85. MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ↗Yiqiao Jin, Minje Choi, Gaurav Verma et al.15 citations
  86. MolTC: Towards Molecular Relational Modeling In Language Models ↗Junfeng Fang, Shuai Zhang, Chang Wu et al.15 citations
  87. Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition ↗Geng Tu, Jun Wang, Zhenyu Li et al.15 citations
  88. MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseZihao Deng, Yinghao Ma, Yudong Liu et al.15 citations · our summary
  89. ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models ↗Yuzhao Heng, Chunyuan Deng, Yitong Li et al.15 citations
  90. ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget ↗Riccardo Orlando, Pere-Lluís Huguet Cabot, Edoardo Barba et al.15 citations
  91. StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ↗Hannah McLean Babe, Sydney Nguyen, Yangtian Zi et al.15 citations
  92. TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ↗Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh et al.15 citations
  93. Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions ↗Angana Borah, Rada Mihalcea15 citations
  94. TransLLaMa: LLM-based Simultaneous Translation System ↗Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura15 citations
  95. ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ↗Xinliang Frederick Zhang, Carter Blum, Temma Choji et al.15 citations
  96. UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause ↗Guimin Hu, Zhihong Zhu, Daniel Hershcovich et al.15 citations
  97. “My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language ModelsXinpeng Wang, Bolei Ma, Chengzhi Hu et al.15 citations · our summary
  98. A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction ↗Yinghao Li, Rampi Ramprasad, Chao Zhang14 citations
  99. Can Public Large Language Models Help Private Cross-device Federated Learning? ↗Boxin Wang, Yibo Zhang, Yuan Cao et al.14 citations
  100. ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees ↗Zhiyuan Wang, Jinhao Duan, Lu Cheng et al.14 citations

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