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

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

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  1. Language is All a Graph Needs ↗Ruosong Ye, Caiqi Zhang, Runhui Wang et al.31 citations
  2. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery ↗Zonglin Yang, Xinya Du, Junxian Li et al.31 citations
  3. The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text ↗Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis et al.31 citations
  4. Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ↗Yifu Gao, Linbo Qiao, Zhigang Kan et al.31 citations
  5. Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ↗Ge Qu, Jinyang Li, Bowen Li et al.30 citations
  6. EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models ↗Yuyan Chen, Songzhou Yan, Sijia Liu et al.30 citations
  7. FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models ↗Liqiang Jing, Ruosen Li, Yunmo Chen et al.30 citations
  8. Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ↗Sunjun Kweon, Junu Kim, Jiyoun Kim et al.30 citations
  9. Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ↗Tao Shen, Guodong Long, Xiubo Geng et al.30 citations
  10. Tokenizer Choice For LLM Training: Negligible or Crucial?Mehdi Ali, Michael Fromm, Klaudia Thellmann et al.30 citations · our summary
  11. A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ↗Brian Thompson, Mehak Dhaliwal, Peter Frisch et al.29 citations
  12. Are self-explanations from Large Language Models faithful? ↗Andreas Madsen, Sarath Chandar, Siva Reddy29 citations
  13. Can Large Language Models Identify Authorship? ↗Baixiang Huang, Canyu Chen, Kai Shu29 citations
  14. Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ↗Yuwei Xia, Ding Wang, Qiang Liu et al.29 citations
  15. Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation ↗Fangxu Yu, Junjie Guo, Zhen Wu et al.29 citations
  16. Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ↗Zijin Hong, Zheng Yuan, Hao Chen et al.29 citations
  17. LLMs cannot find reasoning errors, but can correct them given the error locationGladys Tyen, Hassan Mansoor, Victor Carbune et al.29 citations · our summary
  18. Pedagogical Alignment of Large Language Models ↗Shashank Sonkar, Kangqi Ni, Sapana Chaudhary et al.29 citations
  19. Visual Hallucinations of Multi-modal Large Language Models ↗Wen Huang, Hongbin Liu, Minxin Guo et al.29 citations
  20. Citation: A Key to Building Responsible and Accountable Large Language Models ↗Jie Huang, Kevin Chang28 citations
  21. Defending LLMs against Jailbreaking Attacks via Backtranslation ↗Yihan Wang, Zhouxing Shi, Andrew Bai et al.28 citations
  22. Fact-Checking the Output of Large Language Models via Token-Level Uncertainty QuantificationEkaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov et al.28 citations · our summary
  23. Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ↗Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li et al.28 citations
  24. MindAgent: Emergent Gaming Interaction ↗Ran Gong, Qiuyuan Huang, Xiaojian Ma et al.28 citations
  25. Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models ↗Shayekh Bin Islam, Md Asib Rahman, K S M Tozammel Hossain et al.28 citations
  26. PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM InferenceDongjie Yang, Xiaodong Han, Yan Gao et al.28 citations · our summary
  27. TrustAgent: Towards Safe and Trustworthy LLM-based Agents ↗Wenyue Hua, Xianjun Yang, Mingyu Jin et al.28 citations
  28. UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models ↗Yue Jiang, Qin Chao, Yile Chen et al.28 citations
  29. You Only Look at Screens: Multimodal Chain-of-Action AgentsZhuosheng Zhang, Aston Zhang28 citations · our summary
  30. Zero-Resource Hallucination Prevention for Large Language Models ↗Junyu Luo, Cao Xiao, Fenglong Ma28 citations
  31. How Interpretable are Reasoning Explanations from Prompting Large Language Models? ↗Yeo Wei Jie, Ranjan Satapathy, Rick Goh et al.27 citations
  32. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ↗Xinze Li, Yixin Cao, Liangming Pan et al.27 citations
  33. Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis ↗Luwei Xiao, Rui Mao, Xulang Zhang et al.27 citations
  34. Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models ↗Wanyong Feng, Jaewook Lee, Hunter McNichols et al.26 citations
  35. LumberChunker: Long-Form Narrative Document Segmentation ↗André V. Duarte, João DS Marques, Miguel Graça et al.26 citations
  36. MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ↗Rui Mao, Kai He, Claudia Ong et al.26 citations
  37. C-ICL: Contrastive In-context Learning for Information Extraction ↗Ying Mo, Jiahao Liu, Jian Yang et al.25 citations
  38. DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers ↗Xirui Li, Ruochen Wang, Minhao Cheng et al.25 citations
  39. Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering ↗Pragya Srivastava, Manuj Malik, Vivek Gupta et al.25 citations
  40. InFoBench: Evaluating Instruction Following Ability in Large Language ModelsYiwei Qin, Kaiqiang Song, Yebowen Hu et al.25 citations · our summary
  41. Knowledge Graph-Enhanced Large Language Models via Path Selection ↗Haochen Liu, Song Wang, Yaochen Zhu et al.25 citations
  42. LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ↗Meiyun Wang, Kiyoshi Izumi, Hiroki Sakaji25 citations
  43. LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition ↗Jinyuan Li, Han Li, Di Sun et al.25 citations
  44. Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought ReasoningDebjit Paul, Robert West, Antoine Bosselut et al.25 citations · our summary
  45. Recent Advances in Online Hate Speech Moderation: Multimodality and the Role of Large Models ↗Ming Shan Hee, Shivam Sharma, Rui Cao et al.25 citations
  46. RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ↗Zihan Zhang, Meng Fang, Ling Chen25 citations
  47. Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ↗Xiao Liu, Zirui Wu, Xueqing Wu et al.24 citations
  48. Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ↗Wanlong Liu, Li Zhou, DingYi Zeng et al.24 citations
  49. Can LLM be a Personalized Judge? ↗Yijiang River Dong, Tiancheng Hu, Nigel Collier24 citations
  50. The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual ContextsLingfeng Shen, Weiting Tan, Sihao Chen et al.24 citations · our summary
  51. A Survey on Detection of LLMs-Generated Content ↗Xianjun Yang, Liangming Pan, Xuandong Zhao et al.23 citations
  52. BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ↗Qizhi Pei, Lijun Wu, Kaiyuan Gao et al.23 citations
  53. ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ↗Ahmed Masry, Mehrad Shahmohammadi, Md Rizwan Parvez et al.23 citations
  54. Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs ↗Xun Liang, Hanyu Wang, Shichao Song et al.23 citations
  55. Efficient Continual Pre-training for Building Domain Specific Large Language Models ↗Yong Xie, Karan Aggarwal, Aitzaz Ahmad23 citations
  56. Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers ↗Yuxia Wang, Revanth Gangi Reddy, Zain Muhammad Mujahid et al.23 citations
  57. Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering ↗Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda et al.23 citations
  58. GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization ↗Chenghua Huang, Shisong Chen, Zhixu Li et al.23 citations
  59. IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages ↗Tahir Javed, Janki Nawale, Eldho George et al.23 citations
  60. Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ↗Ran Xu, Hejie Cui, Yue Yu et al.23 citations
  61. LangNav: Language as a Perceptual Representation for Navigation ↗Bowen Pan, Rameswar Panda, SouYoung Jin et al.23 citations
  62. Large Language Model-based Human-Agent Collaboration for Complex Task Solving ↗Xueyang Feng, Zhi-Yuan Chen, Yujia Qin et al.23 citations
  63. RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ↗Jean-Benoit Delbrouck, Pierre Chambon, Zhihong Chen et al.23 citations
  64. Revisiting Catastrophic Forgetting in Large Language Model Tuning ↗Hongyu Li, Liang Ding, Meng Fang et al.23 citations
  65. SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC ↗Jinglong Luo, Yehong Zhang, Zhuo Zhang et al.23 citations
  66. TRAM: Benchmarking Temporal Reasoning for Large Language Models ↗Yuqing Wang, Yun Zhao23 citations
  67. A Survey on Predicting the Factuality and the Bias of News Media ↗Preslav Nakov, Jisun An, Haewoon Kwak et al.22 citations
  68. An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ↗Xiongtao Zhou, Jie He, Yuhua Ke et al.22 citations
  69. Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ↗Haibin Wu, Ho-Lam Chung, Yi-Cheng Lin et al.22 citations
  70. Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing ↗Wei Zhao, Zhe Li, Yige Li et al.22 citations
  71. Evaluating Large Language Model Biases in Persona-Steered Generation ↗Andy Liu, Mona Diab, Daniel Fried22 citations
  72. Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ↗Saurabh Srivastava, Chengyue Huang, Weiguo Fan et al.22 citations
  73. KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ↗Shiyu Tian, Yangyang Luo, Tianze Xu et al.22 citations
  74. Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ↗Yichi Zhang, Zhuo Chen, Yin Fang et al.22 citations
  75. Leveraging LLM Reasoning Enhances Personalized Recommender Systems ↗Alicia Tsai, Adam Kraft, Long Jin et al.22 citations
  76. Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models ↗Junfei Wu, Qiang Liu, Ding Wang et al.22 citations
  77. More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling ↗Bingsheng Yao, Guiming Chen, Ruishi Zou et al.22 citations
  78. PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics CapabilitiesSettaluri Sravanthi, Meet Doshi, Pavan Tankala et al.22 citations · our summary
  79. Planning First, Question Second: An LLM-Guided Method for Controllable Question Generation ↗Kunze Li, Yu Zhang22 citations
  80. Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ↗Zhiyuan Chang, Mingyang Li, Yi Liu et al.22 citations
  81. Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization ↗Shichao Sun, Ruifeng Yuan, Ziqiang Cao et al.22 citations
  82. TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation ↗Jinyuan Fang, Zaiqiao Meng, Craig MacDonald22 citations
  83. Towards Safer Large Language Models through Machine UnlearningZheyuan Liu, Guangyao Dou, Zhaoxuan Tan et al.22 citations · our summary
  84. All Languages Matter: On the Multilingual Safety of LLMs ↗Wenxuan Wang, Zhaopeng Tu, Chang Chen et al.21 citations
  85. Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis ↗Xuanwen Ding, Jie Zhou, Liang Dou et al.21 citations
  86. Disentangling Length from Quality in Direct Preference OptimizationRyan Park, Rafael Rafailov, Stefano Ermon et al.21 citations · our summary
  87. GPT-who: An Information Density-based Machine-Generated Text Detector ↗Saranya Venkatraman, Adaku Uchendu, Dongwon Lee21 citations
  88. LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ↗Nicholas Lee, Thanakul Wattanawong, Sehoon Kim et al.21 citations
  89. MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding ↗Qinzhuo Wu, Weikai Xu, Wei Liu et al.21 citations
  90. Red Teaming Visual Language Models ↗Mukai Li, Lei Li, Yuwei Yin et al.21 citations
  91. iSign: A Benchmark for Indian Sign Language Processing ↗Abhinav Joshi, Romit Mohanty, Mounika Kanakanti et al.21 citations
  92. BiMediX: Bilingual Medical Mixture of Experts LLM ↗Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan et al.20 citations
  93. CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion ↗Qibing Ren, Chang Gao, Jing Shao et al.20 citations
  94. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning ↗Shuai Zhao, Leilei Gan, Anh Tuan Luu et al.20 citations
  95. Extending Context Window of Large Language Models via Semantic Compression ↗Weizhi Fei, Xueyan Niu, Pingyi Zhou et al.20 citations
  96. Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level ↗Chenlong Zhao, Xiwen Zhou, Xiaopeng Xie et al.20 citations
  97. Improving Multi-Agent Debate with Sparse Communication Topology ↗Yunxuan Li, Yibing Du, Jiageng Zhang et al.20 citations
  98. Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ↗Guangmin Zheng, Jin Wang, Liang-Chih Yu et al.20 citations
  99. LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference ↗Zhongwei Wan, Ziang Wu, Che Liu et al.20 citations
  100. LaCo: Large Language Model Pruning via Layer Collapse ↗Yifei Yang, Zouying Cao, Hai Zhao20 citations

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