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

2,432 papers · page 6 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations ↗Lei Yu, Meng Cao, Jackie CK Cheung et al.10 citations
  2. Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ↗Avshalom Manevich, Reut Tsarfaty10 citations
  3. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding ↗Derong Xu, Ziheng Zhang, Zhihong Zhu et al.10 citations
  4. MobileQuant: Mobile-friendly Quantization for On-device Language Models ↗Fuwen Tan, Royson Lee, Łukasz Dudziak et al.10 citations
  5. Multilingual Instruction Tuning With Just a Pinch of MultilingualityUri Shaham, Jonathan Herzig, Roee Aharoni et al.10 citations · our summary
  6. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models ↗Shuai Wang, Liang Ding, Li Shen et al.10 citations
  7. OSCaR: Object State Captioning and State Change Representation ↗Nguyen Nguyen, Jing Bi, Ali Vosoughi et al.10 citations
  8. Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ↗Zefeng Zhang, Jiawei Sheng, Chuang Zhang et al.10 citations
  9. Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage ↗Hanyin Shao, Jie Huang, Shen Zheng et al.10 citations
  10. Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking ↗Ming Dong, Yujing Chen, Miao Zhang et al.10 citations
  11. RulE: Knowledge Graph Reasoning with Rule Embedding ↗Xiaojuan Tang, Song-Chun Zhu, Yitao Liang et al.10 citations
  12. Schema-Driven Information Extraction from Heterogeneous Tables ↗Fan Bai, Junmo Kang, Gabriel Stanovsky et al.10 citations
  13. Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents ↗Zengqing Wu, Run Peng, Shuyuan Zheng et al.10 citations
  14. Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets ↗Melanie Walsh, Anna Preus, Maria Antoniak10 citations
  15. Textual Dataset Distillation via Language Model Embedding ↗Yefan Tao, Luyang Kong, Andrey Kan et al.10 citations
  16. Tsetlin Machine Embedding: Representing Words Using Logical Expressions ↗Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao et al.10 citations
  17. UOR: Universal Backdoor Attacks on Pre-trained Language Models ↗Wei Du, Peixuan Li, Haodong Zhao et al.10 citations
  18. When to Trust LLMs: Aligning Confidence with Response Quality ↗Shuchang Tao, Liuyi Yao, Hanxing Ding et al.10 citations
  19. Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise ↗Giwon Hong, Jeonghwan Kim, Junmo Kang et al.10 citations
  20. WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing ↗Chenhui Hu, Pengfei Cao, Yubo Chen et al.10 citations
  21. A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval ↗Yading Li, Dandan Song, Changzhi Zhou et al.9 citations
  22. AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses ↗Xiaotian Lu, Jiyi Li, Koh Takeuchi et al.9 citations
  23. An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution ↗Tien-Hong Lo, Fu-An Chao, Tzu-I Wu et al.9 citations
  24. Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models ↗Jisu Shin, Hoyun Song, Huije Lee et al.9 citations
  25. BadActs: A Universal Backdoor Defense in the Activation Space ↗Biao Yi, Sishuo Chen, Yiming Li et al.9 citations
  26. Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models ↗Francesco Tonolini, Nikolaos Aletras, Jordan Massiah et al.9 citations
  27. Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals ↗Yupei Wang, Renfen Hu, Zhe Zhao9 citations
  28. Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA ↗Dhruv Agarwal, Rajarshi Das, Sopan Khosla et al.9 citations
  29. Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ↗Demin Song, Honglin Guo, Yunhua Zhou et al.9 citations
  30. Editing Conceptual Knowledge for Large Language Models ↗Xiaohan Wang, Shengyu Mao, Shumin Deng et al.9 citations
  31. EmpathicStories++: A Multimodal Dataset for Empathy Towards Personal Experiences ↗Jocelyn Shen, Yubin Kim, Mohit Hulse et al.9 citations
  32. Evaluating Large Language Models on Wikipedia-Style Survey Generation ↗Fan Gao, Hang Jiang, Rui Yang et al.9 citations
  33. Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ ↗Carolin Holtermann, Paul Röttger, Timm Dill et al.9 citations
  34. FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ↗Alessandro Scirè, Karim Ghonim, Roberto Navigli9 citations
  35. Faithful Persona-based Conversational Dataset Generation with Large Language Models ↗Pegah Jandaghi, Xianghai Sheng, Xinyi Bai et al.9 citations
  36. Fine-tuning Smaller Language Models for Question Answering over Financial Documents ↗Karmvir Singh Phogat, Sai Akhil Puranam, Sridhar Dasaratha et al.9 citations
  37. Generalists vs. Specialists: Evaluating Large Language Models for Urdu ↗Samee Arif, Abdul Hameed Azeemi, Agha Ali Raza et al.9 citations
  38. GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ↗Jiaxin Zhang, Zhong-Zhi Li, Ming-Liang Zhang et al.9 citations
  39. HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models ↗Huy Nghiem, Hal Daumé III9 citations
  40. HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing ↗Jing Chen, Xinyu Zhu, Cheng Yang et al.9 citations
  41. LLM Factoscope: Uncovering LLMs' Factual Discernment through Measuring Inner States ↗Jinwen He, Yujia Gong, Zijin Lin et al.9 citations
  42. Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ↗Nihal Nayak, Yiyang Nan, Avi Trost et al.9 citations
  43. Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ↗Naibin Gu, Peng Fu, Xiyu Liu et al.9 citations
  44. MoE-I$^2$: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition ↗Cheng Yang, Yang Sui, Jinqi Xiao et al.9 citations
  45. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ↗Xiaobao Wu, Xinshuai Dong, Liangming Pan et al.9 citations
  46. Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning ↗Bin Chen, Chunjing Xiao, Fan Zhou9 citations
  47. Plum: Prompt Learning using Metaheuristics ↗Rui Pan, Shuo Xing, Shizhe Diao et al.9 citations
  48. PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning ↗Gyeongman Kim, Doohyuk Jang, Eunho Yang9 citations
  49. Psychometric Predictive Power of Large Language Models ↗Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin9 citations
  50. PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ↗Yew Ken Chia, Vernon Toh, Deepanway Ghosal et al.9 citations
  51. Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ↗Zhen Wan, Yating Zhang, Yexiang Wang et al.9 citations
  52. Robust AI-Generated Text Detection by Restricted Embeddings ↗Kristian Kuznetsov, Eduard Tulchinskii, Laida Kushnareva et al.9 citations
  53. SedarEval: Automated Evaluation using Self-Adaptive Rubrics ↗Zhiyuan Fan, Weinong Wang, Xing W et al.9 citations
  54. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing ↗Gaoxiang Cong, Yuankai Qi, Liang Li et al.9 citations
  55. Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ↗Jinggui Liang, Lizi Liao, Hao Fei et al.9 citations
  56. TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ↗Xinlin Zhuang, Hongyi Wu, Xinshu Shen et al.9 citations
  57. Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation ↗Andreea Iana, Goran Glavaš, Heiko Paulheim9 citations
  58. Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization ↗Tong Ye, Lingfei Wu, Tengfei Ma et al.9 citations
  59. TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation ↗Xize Cheng, Rongjie Huang, Linjun Li et al.9 citations
  60. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ↗Xinwei Long, Jiali Zeng, Fandong Meng et al.9 citations
  61. Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs ↗Anqi Li, Yu Lu, Nirui Song et al.9 citations
  62. Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation ↗Tong Su, Xin Peng, Sarubi Thillainathan et al.9 citations
  63. Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ↗Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang et al.9 citations
  64. VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ↗Tuna Alikaşifoğlu, Arda Aras, Aykut Koc9 citations
  65. VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding ↗Phong Nguyen-Thuan Do, Son Quoc Tran, Phu Gia Hoang et al.9 citations
  66. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis ↗Jiaxiang Liu, Tianxiang Hu, Huimin Xiong et al.9 citations
  67. ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ↗Luan Thanh Nguyen9 citations
  68. What Makes Math Word Problems Challenging for LLMs? ↗Kv Aditya Srivatsa, Ekaterina Kochmar9 citations
  69. XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ↗Yuanhang Yang, Shiyi Qi, Wenchao Gu et al.9 citations
  70. Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval ↗Kazuaki Furumai, Roberto Legaspi, Julio Cesar Vizcarra Romero et al.9 citations
  71. A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation ↗Yuan Gao, Feng Hou, Ruili Wang8 citations
  72. AdaLomo: Low-memory Optimization with Adaptive Learning Rate ↗Kai Lv, Hang Yan, Qipeng Guo et al.8 citations
  73. Advancing Post-OCR Correction: A Comparative Study of Synthetic Data ↗Shuhao Guan, Derek Greene8 citations
  74. Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector ↗Haihui Yang, Xiaojun Quan8 citations
  75. Anchor-based Large Language Models ↗Jianhui Pang, Fanghua Ye, Derek Wong et al.8 citations
  76. AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation ↗Jia Fu, Xiaoting Qin, Fangkai Yang et al.8 citations
  77. Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis ↗Jianxiang Yu, Zichen Ding, Jiaqi Tan et al.8 citations
  78. Autoregressive Score Generation for Multi-trait Essay Scoring ↗Heejin Do, Yunsu Kim, Gary Lee8 citations
  79. BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla ↗Md Fahim, Fariha Tanjim Shifat, Fabiha Haider et al.8 citations
  80. Benchmarking and Improving Long-Text Translation with Large Language Models ↗Longyue Wang, Zefeng Du, Wenxiang Jiao et al.8 citations
  81. Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks ↗Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford et al.8 citations
  82. Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations ↗Nuo Chen, Zinan Zheng, Ning Wu et al.8 citations
  83. CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities ↗Yujun Mao, Yoon Kim, Yilun Zhou8 citations
  84. CodecLM: Aligning Language Models with Tailored Synthetic Data ↗Zifeng Wang, Chun-Liang Li, Vincent Perot et al.8 citations
  85. Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ↗Ashok Urlana, Pruthwik Mishra, Tathagato Roy et al.8 citations
  86. DP-MLM: Differentially Private Text Rewriting Using Masked Language Models ↗Stephen Meisenbacher, Maulik Chevli, Juraj Vladika et al.8 citations
  87. DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ↗Baohang Zhou, Zezhong Wang, Lingzhi Wang et al.8 citations
  88. Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM ↗Jingcong Liang, Rong Ye, Meng Han et al.8 citations
  89. Differentially Private Knowledge Distillation via Synthetic Text Generation ↗James Flemings, Murali Annavaram8 citations
  90. Differentially Private Natural Language Models: Recent Advances and Future Directions ↗Lijie Hu, Ivan Habernal, Lei Shen et al.8 citations
  91. EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ↗Huanhuan Ma, Weizhi Xu, Yifan Wei et al.8 citations
  92. Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data ↗Yanda Li, Chi Zhang, Gang Yu et al.8 citations
  93. Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse RelationsChunkit Chan, Cheng Jiayang, Weiqi Wang et al.8 citations · our summary
  94. Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ↗Haowen Pan, Yixin Cao, Xiaozhi Wang et al.8 citations
  95. Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation ↗Xianzhi Li, Ran Zmigrod, Zhiqiang Ma et al.8 citations
  96. Forward-Backward Reasoning in Large Language Models for Mathematical Verification ↗Weisen Jiang, Han Shi, Longhui Yu et al.8 citations
  97. GOLD: Geometry Problem Solver with Natural Language Description ↗Jiaxin Zhang, Yashar Moshfeghi8 citations
  98. Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study ↗Alessandro Stolfo8 citations
  99. Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge ↗Ansh Arora, Xuanli He, Maximilian Mozes et al.8 citations
  100. How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs? ↗Ehsan Doostmohammadi, Oskar Holmström, Marco Kuhlmann8 citations

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