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ACL 2024: all accepted papers

1,030 papers · page 4 of 11 · the most cited first · ← ACL 2024

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  1. DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ↗Fahim Faisal, Orevaoghene Ahia, Aarohi Srivastava et al. · Long Papers · 🏆 Best Social Impact Paper Award12 citations
  2. DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ↗Yilun Zhao, Yitao Long, Hongjun Liu et al. · Long Papers12 citations
  3. FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ↗Yilun Zhao, Hongjun Liu, Yitao Long et al. · Long Papers12 citations
  4. From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ↗Qisheng Hu, Geonsik Moon, Hwee Tou Ng · Long Papers12 citations
  5. GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem SolversQintong Li, Leyang Cui, Xueliang Zhao et al. · Long Papers12 citations · our summary
  6. IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation ↗Senyu Han, Lu Chen, Li-Min Lin et al. · Long Papers12 citations
  7. Instruction-tuned Language Models are Better Knowledge Learners ↗Zhengbao Jiang, Zhiqing Sun, Weijia Shi et al. · Long Papers12 citations
  8. Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ↗Zekun Li, Zhiyu Zoey Chen, Mike Ross et al. · Long Papers12 citations
  9. Learning to Edit: Aligning LLMs with Knowledge Editing ↗Yuxin Jiang, Yufei Wang, Chuhan Wu et al. · Long Papers12 citations
  10. MMToM-QA: Multimodal Theory of Mind Question Answering ↗Chuanyang Jin, Yutong Wu, Jing Cao et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
  11. Meta-Task Prompting Elicits Embeddings from Large Language Models ↗Yibin Lei, Di Wu, Tianyi Zhou et al. · Long Papers12 citations
  12. NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ↗Lizhou Fan, Wenyue Hua, Lingyao Li et al. · Long Papers12 citations
  13. Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ↗Martin Riddell, Ansong Ni, Arman Cohan · Long Papers12 citations
  14. Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language ModelsQingkai Min, Qipeng Guo, Xiangkun Hu et al. · Long Papers12 citations · our summary
  15. Synergistic Interplay between Search and Large Language Models for Information Retrieval ↗Jiazhan Feng, Chongyang Tao, Xiubo Geng et al. · Long Papers12 citations
  16. An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies ↗Bi-Cheng Yan, Jiun-Ting Li, Yi-Cheng Wang et al. · Long Papers11 citations
  17. Are LLM-based Evaluators Confusing NLG Quality Criteria? ↗Xinyu Hu, Mingqi Gao, Sen Hu et al. · Long Papers11 citations
  18. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ↗Weiqi Wang, Tianqing Fang, Chunyang Li et al. · Long Papers11 citations
  19. COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ↗Jincenzi Wu, Zhuang Chen, Jiawen Deng et al. · Long Papers · 🏆 SAC Award: Linguistic theories, Cognitive Modeling and Psycholinguistics11 citations
  20. Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ↗Haohao Luo, Yang Deng, Ying Shen et al. · Long Papers11 citations
  21. Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art ↗Shengjie Li, Vincent Ng · Long Papers11 citations
  22. DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms ↗Andong Chen, Lianzhang Lou, Kehai Chen et al. · Short Papers11 citations
  23. Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ↗Baizhou Huang, Shuai Lu, Xiaojun Wan et al. · Long Papers11 citations
  24. IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ↗Indraneil Paul, Goran Glavaš, Iryna Gurevych · Long Papers · 🏆 Outstanding Paper Award11 citations
  25. InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ↗Zeyuan Wang, Qiang Zhang, Keyan Ding et al. · Long Papers11 citations
  26. Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ↗Kun Luo, Zheng Liu, Shitao Xiao et al. · Long Papers11 citations
  27. Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation ↗Se Park, Chae Kim, Hyeongseop Rha et al. · Long Papers · 🏆 Outstanding Paper Award11 citations
  28. Maverick: Efficient and Accurate Coreference Resolution Defying Recent TrendsGiuliano Martinelli, Edoardo Barba, Roberto Navigli · Long Papers11 citations · our summary
  29. One-Shot Learning as Instruction Data Prospector for Large Language ModelsYunshui Li, Binyuan Hui, Xiaobo Xia et al. · Long Papers11 citations · our summary
  30. Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing ↗Chengjie Zhou, Bobo Li, Hao Fei et al. · Long Papers11 citations
  31. S$^2$GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis ↗Bingfeng Chen, Qihan Ouyang, Yongqi Luo et al. · Long Papers11 citations
  32. StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning ↗Shaolei Zhang, Qingkai Fang, Shoutao Guo et al. · Long Papers11 citations
  33. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters ↗Yinghui Li, Zishan Xu, Shaoshen Chen et al. · Long Papers11 citations
  34. Towards the TopMost: A Topic Modeling System Toolkit ↗Xiaobao Wu, Fengjun Pan, Anh Tuan Luu · System Demonstrations11 citations
  35. Unintended Impacts of LLM Alignment on Global Representation ↗Michael J Ryan, William Held, Diyi Yang · Long Papers11 citations
  36. ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ↗Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen et al. · Student Research Workshop11 citations
  37. Word Embeddings Are Steers for Language Models ↗Chi Han, Jialiang Xu, Manling Li et al. · Long Papers · 🏆 Outstanding Paper Award11 citations
  38. XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ↗HyoJung Han, Mohamed Anwar, Juan Pino et al. · Long Papers11 citations
  39. AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models ↗Zeyu Liu, Souvik Kundu, Anni Li et al. · Short Papers10 citations
  40. ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ↗Siyu Yuan, Jiangjie Chen, Changzhi Sun et al. · Long Papers10 citations
  41. Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ↗Sanjana Ramprasad, Elisa Ferracane, Zachary Lipton · Long Papers10 citations
  42. Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ↗Nishant Balepur, Abhilasha Ravichander, Rachel Rudinger · Long Papers10 citations
  43. CharPoet: A Chinese Classical Poetry Generation System Based on Token-free LLM ↗Chengyue Yu, Lei Zang, Jiaotuan Wang et al. · System Demonstrations10 citations
  44. CopyNE: Better Contextual ASR by Copying Named Entities ↗Shilin Zhou, Zhenghua Li, Yu Hong et al. · Long Papers10 citations
  45. EZ-STANCE: A Large Dataset for English Zero-Shot Stance Detection ↗Chenye Zhao, Cornelia Caragea · Long Papers10 citations
  46. Exploring Chain-of-Thought for Multi-modal Metaphor Detection ↗Yanzhi Xu, Yueying Hua, Shichen Li et al. · Long Papers10 citations
  47. FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability ↗Congying Xia, Chen Xing, Jiangshu Du et al. · Long Papers10 citations
  48. Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ↗Guangjun Zhang, Hu Zhang, YuJie Wang et al. · Long Papers10 citations
  49. IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus ↗Honghao Gui, Lin Yuan, Hongbin Ye et al. · Short Papers10 citations
  50. Improving Large Language Models in Event Relation Logical Prediction ↗Meiqi Chen, Yubo Ma, Kaitao Song et al. · Long Papers10 citations
  51. Large Language Models Are No Longer Shallow Parsers ↗Yuanhe Tian, Fei Xia, Yan Song · Long Papers10 citations
  52. Learning to Decode Collaboratively with Multiple Language Models ↗Zejiang Shen, Hunter Lang, Bailin Wang et al. · Long Papers10 citations
  53. MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs ↗Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates et al. · Long Papers10 citations
  54. MC$^2$: Towards Transparent and Culturally-Aware NLP for Minority Languages in China ↗Chen Zhang, Mingxu Tao, Quzhe Huang et al. · Long Papers10 citations
  55. MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ↗Zhenlong Dai, Chang Yao, Wenkang Han et al. · Long Papers10 citations
  56. NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time ↗Yilong Chen, Guoxia Wang, Junyuan Shang et al. · Long Papers10 citations
  57. PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ↗Hengrui Gu, Kaixiong Zhou, Xiaotian Han et al. · Long Papers10 citations
  58. REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ↗Jinyuan Fang, Zaiqiao Meng, Craig Macdonald · Long Papers10 citations
  59. Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ↗Zhonghua Zheng, Lizi Liao, Yang Deng et al. · Long Papers10 citations
  60. Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ↗Qunbo Wang, Ruyi Ji, Tianhao Peng et al. · Long Papers10 citations
  61. Spiral of Silence: How is Large Language Model Killing Information Retrieval?–-A Case Study on Open Domain Question Answering ↗Xiaoyang Chen, Ben He, Hongyu Lin et al. · Long Papers · 🏆 SAC Award: Information Retrieval and Text Mining10 citations
  62. T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ↗Zehui Chen, Weihua Du, Wenwei Zhang et al. · Long Papers10 citations
  63. The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ↗Enshi Zhang, Rafael Trujillo, Christian Poellabauer · Long Papers10 citations
  64. ToMBench: Benchmarking Theory of Mind in Large Language Models ↗Zhuang Chen, Jincenzi Wu, Jinfeng Zhou et al. · Long Papers10 citations
  65. Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ↗Yu-Hsiang Huang, Yuche Tsai, Hsiang Hsiao et al. · Long Papers10 citations
  66. A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ↗Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko et al. · Long Papers9 citations
  67. An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ↗Oskar Wysocki, Magdalena Wysocka, Danilo S. Carvalho et al. · System Demonstrations9 citations
  68. Analyzing Semantic Change through Lexical Replacements ↗Francesco Periti, Pierluigi Cassotti, Haim Dubossarsky et al. · Long Papers9 citations
  69. ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ↗Hojae Han, Jaejin Kim, Jaeseok Yoo et al. · Long Papers9 citations
  70. Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ↗Vinay Samuel, Houda Aynaou, Arijit Chowdhury et al. · Student Research Workshop9 citations
  71. Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ↗Shih-Cheng Huang, Pin-Zu Li, Yu-chi Hsu et al. · Long Papers9 citations
  72. End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ↗Kunxun Qi, Jianfeng Du, Hai Wan · Long Papers9 citations
  73. Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation ↗Xingguang Wang, Xuxin Cheng, Juntong Song et al. · Long Papers9 citations
  74. Exploring Memorization in Fine-tuned Language Models ↗Shenglai Zeng, Yaxin Li, Jie Ren et al. · Long Papers9 citations
  75. Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ↗Mayur Patidar, Riya Sawhney, Avinash Singh et al. · Long Papers9 citations
  76. Fine-Tuning Pre-Trained Language Models with Gaze Supervision ↗Shuwen Deng, Paul Prasse, David Reich et al. · Short Papers9 citations
  77. Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ↗Yuhan Chen, Ang Lv, Ting-En Lin et al. · Long Papers9 citations
  78. GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick ↗Jiayi Fu, Xuandong Zhao, Ruihan Yang et al. · Long Papers9 citations
  79. Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ↗Yiruo Cheng, Kelong Mao, Zhicheng Dou · Long Papers9 citations
  80. LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ↗Jiaqi Zhao, Miao Zhang, Chao Zeng et al. · Long Papers9 citations
  81. LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ↗Abhishek Arora, Melissa Dell · System Demonstrations9 citations
  82. Long-Context Language Modeling with Parallel Context Encoding ↗Howard Yen, Tianyu Gao, Danqi Chen · Long Papers9 citations
  83. MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ↗Xiaozhi Wang, Hao Peng, Yong Guan et al. · Long Papers9 citations
  84. Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation ↗Yi Liu, Xiangyu Liu, Xiangrong Zhu et al. · Long Papers9 citations
  85. Must NLP be Extractive? ↗Steven Bird · Long Papers · 🏆 Outstanding Paper Award9 citations
  86. On the Impact of Calibration Data in Post-training Quantization and Pruning ↗Miles Williams, Nikolaos Aletras · Long Papers9 citations
  87. Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model ↗Chuhao Jin, Kening Ren, Lingzhen Kong et al. · Long Papers9 citations
  88. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding ↗Zhiyuan Liu, An Zhang, Hao Fei et al. · Long Papers9 citations
  89. Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback ↗Daechul Ahn, Yura Choi, Youngjae Yu et al. · Long Papers9 citations
  90. ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ↗LingXi Zhang, Yue Yu, Kuan Wang et al. · Long Papers8 citations
  91. Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ↗Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng et al. · Long Papers8 citations
  92. Aligning Large Language Models for Controllable Recommendations ↗Wensheng Lu, Jianxun Lian, Wei Zhang et al. · Long Papers8 citations
  93. An Iterative Associative Memory Model for Empathetic Response Generation ↗Zhou Yang, Zhaochun Ren, Wang Yufeng et al. · Long Papers8 citations
  94. Automating Qualitative Data Analysis with Large Language Models ↗Angelina Parfenova, Alexander Denzler, Jörgen Pfeffer · Student Research Workshop8 citations
  95. Can Language Models Serve as Text-Based World Simulators? ↗Ruoyao Wang, Graham Todd, Ziang Xiao et al. · Short Papers8 citations
  96. Cleaner Pretraining Corpus Curation with Neural Web Scraping ↗Zhipeng Xu, Zhenghao Liu, Yukun Yan et al. · Short Papers8 citations
  97. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ↗Tianqing Fang, Zeming Chen, Yangqiu Song et al. · Long Papers8 citations
  98. DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ↗Yiqing Xie, Sheng Zhang, Hao Cheng et al. · Long Papers8 citations
  99. Document-level Claim Extraction and Decontextualisation for Fact-Checking ↗Zhenyun Deng, Michael Schlichtkrull, Andreas Vlachos · Long Papers8 citations
  100. EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ↗Mohammad Dehghan, Mohammad Alomrani, Sunyam Bagga et al. · Long Papers8 citations

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