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

2,432 papers · page 4 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning ↗Akshara Prabhakar, Thomas L. Griffiths, R. Thomas McCoy14 citations
  2. Does CLIP Bind Concepts? Probing Compositionality in Large Image Models ↗Martha Lewis, Nihal Nayak, Peilin Yu et al.14 citations
  3. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States ↗Zhenhong Zhou, Haiyang Yu, Xinghua Zhang et al.14 citations
  4. INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ↗Hanbin Wang, Zhenghao Liu, Shuo Wang et al.14 citations
  5. LM-Cocktail: Resilient Tuning of Language Models via Model Merging ↗Shitao Xiao, Zheng Liu, Peitian Zhang et al.14 citations
  6. Learning to Use Tools via Cooperative and Interactive Agents ↗Zhengliang Shi, Shen Gao, Xiuyi Chen et al.14 citations
  7. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding ↗Liang Zhao, Xiachong Feng, Xiaocheng Feng et al.14 citations
  8. Machine-Generated Text Localization ↗Zhongping Zhang, Wenda Qin, Bryan Plummer14 citations
  9. MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate ↗Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades et al.14 citations
  10. Penetrative AI: Making LLMs Comprehend the Physical World ↗Huatao Xu, Liying Han, Qirui Yang et al.14 citations
  11. Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ↗Shijue Huang, Wanjun Zhong, Jianqiao Lu et al.14 citations
  12. RePair: Automated Program Repair with Process-based Feedback ↗Yuze Zhao, Zhenya Huang, Yixiao Ma et al.14 citations
  13. Rethinking Machine Ethics – Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? ↗Jingyan Zhou, Minda Hu, Junan Li et al.14 citations
  14. STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals ↗Weihang Su, Yiran Hu, Anzhe Xie et al.14 citations
  15. Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ↗Ming Li, Lichang Chen, Jiuhai Chen et al.14 citations
  16. SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ↗Xulang Zhang, Rui Mao, Erik Cambria14 citations
  17. Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ↗Naihao Deng, Zhenjie Sun, Ruiqi He et al.14 citations
  18. Task-Agnostic Detector for Insertion-Based Backdoor Attacks ↗Weimin Lyu, Xiao Lin, Songzhu Zheng et al.14 citations
  19. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection ↗Moxin Li, Wenjie Wang, Fuli Feng et al.14 citations
  20. Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations ↗Sukmin Cho, Soyeong Jeong, Jeongyeon Seo et al.14 citations
  21. VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs ↗Ruotong Liao, Max Erler, Huiyu Wang et al.14 citations
  22. A Survey on Open Information Extraction from Rule-based Model to Large Language Model ↗Liu Pai, Wenyang Gao, Wenjie Dong et al.13 citations
  23. Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language ModelsZehui Chen, Kuikun Liu, Qiuchen Wang et al.13 citations · our summary
  24. Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration ↗Simone Balloccu, Ehud Reiter, Karen Jia-Hui Li et al.13 citations
  25. Ask-before-Plan: Proactive Language Agents for Real-World Planning ↗Xuan Zhang, Yang Deng, Zifeng Ren et al.13 citations
  26. Automatic Engineering of Long Prompts ↗Cho-Jui Hsieh, Si Si, Felix Yu et al.13 citations
  27. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting EvidenceJiajie Jin, Yutao Zhu, Yujia Zhou et al.13 citations · our summary
  28. Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ↗Dennis Ulmer, Elman Mansimov, Kaixiang Lin et al.13 citations
  29. CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection ↗Sirry Chen, Shuo Feng, Liang Songsong et al.13 citations
  30. Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory ↗Suyeon Lee, Sunghwan Kim, Minju Kim et al.13 citations
  31. Can LLM Graph Reasoning Generalize beyond Pattern Memorization? ↗Yizhuo Zhang, Heng Wang, Shangbin Feng et al.13 citations
  32. Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies ↗Aswin Rrv, Nemika Tyagi, Md Nayem Uddin et al.13 citations
  33. ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering ↗Yifan Wu, Lutao Yan, Leixian Shen et al.13 citations
  34. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline ↗Yifan Xu, Xiao Liu, Xinghan Liu et al.13 citations
  35. Data Diversity Matters for Robust Instruction Tuning ↗Alexander Bukharin, Shiyang Li, Zhengyang Wang et al.13 citations
  36. DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation ↗Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi et al.13 citations
  37. Direct Preference Optimization with an Offset ↗Afra Amini, Tim Vieira, Ryan Cotterell13 citations
  38. Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ↗Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan et al.13 citations
  39. EchoSight: Advancing Visual-Language Models with Wiki Knowledge ↗Yibin Yan, Weidi Xie13 citations
  40. Efficient Knowledge Infusion via KG-LLM Alignment ↗Zhouyu Jiang, Ling Zhong, Mengshu Sun et al.13 citations
  41. Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ↗Zhu Liu, Cunliang Kong, Ying Liu et al.13 citations
  42. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents ↗Ruixuan Xiao, Wentao Ma, Ke Wang et al.13 citations
  43. GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment ↗Yao Yao, Zuchao Li, Hai Zhao13 citations
  44. Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations ↗Dayeon Ki, Marine Carpuat13 citations
  45. How Does Quantization Affect Multilingual LLMs? ↗Kelly Marchisio, Saurabh Dash, Hongyu Chen et al.13 citations
  46. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ↗Jianing Wang, Junda Wu, Yupeng Hou et al.13 citations
  47. IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact ↗Ruikang Liu, Haoli Bai, Haokun Lin et al.13 citations
  48. LC4EE: LLMs as Good Corrector for Event Extraction ↗Mengna Zhu, Kaisheng Zeng, JibingWu JibingWu et al.13 citations
  49. LLM Questionnaire Completion for Automatic Psychiatric Assessment ↗Gony Rosenman, Talma Hendler, Lior Wolf13 citations
  50. LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity ↗Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang et al.13 citations
  51. LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ↗Wen Lai, Mohsen Mesgar, Alexander Fraser13 citations
  52. Large Language Models for Propaganda Span Annotation ↗Maram Hasanain, Fatema Ahmad, Firoj Alam13 citations
  53. Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ↗Xiaoming Shi, Zeming Liu, Li Du et al.13 citations
  54. MiRAGeNews: Multimodal Realistic AI-Generated News Detection ↗Runsheng Huang, Liam Dugan, Yue Yang et al.13 citations
  55. Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements ↗Anton Voronov, Lena Wolf, Max Ryabinin13 citations
  56. NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ↗Junda Wang, Zonghai Yao, Zhichao Yang et al.13 citations
  57. On the Vulnerability of Safety Alignment in Open-Access LLMs ↗Jingwei Yi, Rui Ye, Qisi Chen et al.13 citations
  58. RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ↗Meng Cao, Haoran Tang, Jinfa Huang et al.13 citations
  59. Realistic Evaluation of Toxicity in Large Language Models ↗Tinh Luong, Thanh-Thien Le, Linh Ngo et al.13 citations
  60. Resilience of Large Language Models for Noisy Instructions ↗Bin Wang, Chengwei Wei, Zhengyuan Liu et al.13 citations
  61. SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions ↗Shicheng Liu, Sina Semnani, Harold Triedman et al.13 citations
  62. The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ↗Shuo Zhang, Liangming Pan, Junzhou Zhao et al.13 citations
  63. The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation ↗Lei Wang, Ee-Peng Lim13 citations
  64. UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition ↗Zhenrong Zhang, Shuhang Liu, Pengfei Hu et al.13 citations
  65. Unified Active Retrieval for Retrieval Augmented Generation ↗Qinyuan Cheng, Xiaonan Li, Shimin Li et al.13 citations
  66. Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ↗Linlin Zong, Jiahui Zhou, Wenmin Lin et al.13 citations
  67. VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ↗Yubo Dong, Xukun Zhu, Zhengzhe Pan et al.13 citations
  68. When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation ↗Shiyu Ni, Keping Bi, Jiafeng Guo et al.13 citations
  69. “Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions ↗Mihai Masala, Denis Ilie-Ablachim, Alexandru Dima et al.13 citations
  70. A Two-Stage Adaptation of Large Language Models for Text Ranking ↗Longhui Zhang, Yanzhao Zhang, Dingkun Long et al.12 citations
  71. Aligning Large Language Models with Recommendation Knowledge ↗Yuwei Cao, Nikhil Mehta, Xinyang Yi et al.12 citations
  72. Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ↗Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng12 citations
  73. Better Synthetic Data by Retrieving and Transforming Existing Datasets ↗Saumya Gandhi, Ritu Gala, Vijay Viswanathan et al.12 citations
  74. Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration ↗Weikang Yuan, Junjie Cao, Zhuoren Jiang et al.12 citations
  75. Chain of Logic: Rule-Based Reasoning with Large Language Models ↗Sergio Servantez, Joe Barrow, Kristian Hammond et al.12 citations
  76. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ↗Sunhao Dai, Weihao Liu, Yuqi Zhou et al.12 citations
  77. CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code ↗Batu Guan, Yao Wan, Zhangqian Bi et al.12 citations
  78. DB-LLM: Accurate Dual-Binarization for Efficient LLMs ↗Hong Chen, Chengtao Lv, Liang Ding et al.12 citations
  79. Dense Passage Retrieval: Is it Retrieving? ↗Benjamin Reichman, Larry Heck12 citations
  80. EvoR: Evolving Retrieval for Code Generation ↗Hongjin Su, Shuyang Jiang, Yuhang Lai et al.12 citations
  81. Exploring the Best Practices of Query Expansion with Large Language Models ↗Le Zhang, Yihong Wu, Qian Yang et al.12 citations
  82. Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting ↗Marco Naguib, Xavier Tannier, Aurélie Névéol12 citations
  83. Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification ↗Zeren Shui, Petros Karypis, Daniel S. Karls et al.12 citations
  84. From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items ↗Melissa Roemmele, Andrew Gordon12 citations
  85. GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models ↗Shilong Li, Yancheng He, Hangyu Guo et al.12 citations
  86. Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions ↗Kexun Zhang, Yee Man Choi, Zhenqiao Song et al.12 citations
  87. How Does In-Context Learning Help Prompt Tuning? ↗Simeng Sun, Yang Liu, Dan Iter et al.12 citations
  88. Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? ↗Yinhao Bai, Zhixin Han, Yuhua Zhao et al.12 citations
  89. LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning ↗Jiachun Li, Pengfei Cao, Chenhao Wang et al.12 citations
  90. LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ↗Kai Wang, Yuwei Xu, Zhiyong Wu et al.12 citations
  91. LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments ↗Ruirui Chen, Weifeng Jiang, Chengwei Qin et al.12 citations
  92. LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ↗Yiqi Liu, Nafise Moosavi, Chenghua Lin12 citations
  93. LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ↗Xi Chen, Songyang Zhang, Qibing Bai et al.12 citations
  94. Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs ↗Junjie Wang, Mingyang Chen, Binbin Hu et al.12 citations
  95. Low-Rank Adaptation for Multilingual Summarization: An Empirical Study ↗Chenxi Whitehouse, Fantine Huot, Jasmijn Bastings et al.12 citations
  96. Model Editing at Scale leads to Gradual and Catastrophic Forgetting ↗Akshat Gupta, Anurag Rao, Gopala Anumanchipalli12 citations
  97. Modeling the Sacred: Considerations when Using Religious Texts in Natural Language Processing ↗Ben Hutchinson12 citations
  98. NLP for Counterspeech against Hate: A Survey and How-To Guide ↗Helena Bonaldi, Yi-Ling Chung, Gavin Abercrombie et al.12 citations
  99. On Leakage of Code Generation Evaluation Datasets ↗Alexandre Matton, Tom Sherborne, Dennis Aumiller et al.12 citations
  100. One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks ↗Sebastian Nehrdich, Oliver Hellwig, Kurt Keutzer12 citations

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