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

2,432 papers · page 5 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ↗Yihong Dong, Kangcheng Luo, Xue Jiang et al.12 citations
  2. Probing the Emergence of Cross-lingual Alignment during LLM Training ↗Hetong Wang, Pasquale Minervini, Edoardo Ponti12 citations
  3. Proving membership in LLM pretraining data via data watermarks ↗Johnny Wei, Ryan Wang, Robin Jia12 citations
  4. Pruning Foundation Models for High Accuracy without Retraining ↗Pu Zhao, Fei Sun, Xuan Shen et al.12 citations
  5. PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs ↗Ankit Yadav, Himanshu Beniwal, Mayank Singh12 citations
  6. Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction ↗Guixin Su, Mingmin Wu, Zhongqiang Huang et al.12 citations
  7. Selective Prompting Tuning for Personalized Conversations with LLMs ↗Qiushi Huang, Xubo Liu, Tom Ko et al.12 citations
  8. ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors ↗Zhexin Zhang, Yida Lu, Jingyuan Ma et al.12 citations
  9. Style Vectors for Steering Generative Large Language Models ↗Kai Konen, Sophie Jentzsch, Diaoulé Diallo et al.12 citations
  10. The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness ↗Neeraj Varshney, Pavel Dolin, Agastya Seth et al.12 citations
  11. To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models ↗Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng et al.12 citations
  12. TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models ↗Jiahuan Cao, Dezhi Peng, Peirong Zhang et al.12 citations
  13. ToxVidLM: A Multimodal Framework for Toxicity Detection in Code-Mixed Videos ↗Krishanu Maity, A.S. Poornash, Sriparna Saha et al.12 citations
  14. Understanding Cross-Lingual Alignment–-A Survey ↗Katharina Hämmerl, Jindřich Libovický, Alexander Fraser12 citations
  15. Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting ↗Siyi Liu, Yang Li, Jiang Li et al.12 citations
  16. VeriScore: Evaluating the factuality of verifiable claims in long-form text generationYixiao Song, Yekyung Kim, Mohit Iyyer12 citations · our summary
  17. When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models ↗Yanhong Li, Chenghao Yang, Allyson Ettinger12 citations
  18. A Study of Implicit Ranking Unfairness in Large Language Models ↗Chen Xu, Wenjie Wang, Yuxin Li et al.11 citations
  19. A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models ↗Ashutosh Sathe, Prachi Jain, Sunayana Sitaram11 citations
  20. API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access ↗Jiayuan Su, Jing Luo, Hongwei Wang et al.11 citations
  21. Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ↗Xinran Chen, Xuanang Chen, Ben He et al.11 citations
  22. Are Large Language Models Consistent over Value-laden Questions? ↗Jared Moore, Tanvi Deshpande, Diyi Yang11 citations
  23. Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning ↗Mohammed Saidul Islam, Raian Rahman, Ahmed Masry et al.11 citations
  24. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization ↗Yixin Liu, Alexander Fabbri, Jiawen Chen et al.11 citations
  25. Can Language Models Recognize Convincing Arguments? ↗Paula Rescala, Manoel Horta Ribeiro, Tiancheng Hu et al.11 citations
  26. CeeBERT: Cross-Domain Inference in Early Exit BERT ↗Divya Jyoti Bajpai, Manjesh Kumar Hanawal11 citations
  27. ChartCheck: Explainable Fact-Checking over Real-World Chart Images ↗Mubashara Akhtar, Nikesh Subedi, Vivek Gupta et al.11 citations
  28. CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ↗Xinbei Ma, Zhuosheng Zhang, Hai Zhao11 citations
  29. Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ↗Lihui Liu, Blaine Hill, Boxin Du et al.11 citations
  30. DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models ↗Kedi Chen, Qin Chen, Jie Zhou et al.11 citations
  31. Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models ↗Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Susanna Paoli et al.11 citations
  32. Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering ↗Zimu Wang, Lei Xia, Wei Wang et al.11 citations
  33. Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ↗Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha et al.11 citations
  34. Evidence Retrieval is almost All You Need for Fact Verification ↗Liwen Zheng, Chaozhuo Li, Xi Zhang et al.11 citations
  35. Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? ↗Shaoyang Xu, Weilong Dong, Zishan Guo et al.11 citations
  36. Extrinsic Evaluation of Cultural Competence in Large Language Models ↗Shaily Bhatt, Fernando Diaz11 citations
  37. Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake ↗Orchid Chetia Phukan, Gautam Siddharth Kashyap, Arun Balaji Buduru et al.11 citations
  38. JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models ↗Ze Wang, Zekun Wu, Xin Guan et al.11 citations
  39. KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge ↗Jiyoung Lee, Minwoo Kim, Seungho Kim et al.11 citations
  40. LLM Performance Predictors are good initializers for Architecture Search ↗Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan et al.11 citations
  41. Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ↗Jaehoon Kim, Seungwan Jin, Sohyun Park et al.11 citations
  42. LoRA Meets Dropout under a Unified Framework ↗Sheng Wang, Liheng Chen, Jiyue Jiang et al.11 citations
  43. LongHeads: Multi-Head Attention is Secretly a Long Context Processor ↗Yi Lu, Xin Zhou, Wei He et al.11 citations
  44. Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ↗David Dukić, Jan Šnajder11 citations
  45. Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ↗Zhenyi Lu, Jie Tian, Wei Wei et al.11 citations
  46. Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs ↗Fengzhu Zeng, Wenqian Li, Wei Gao et al.11 citations
  47. NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ↗Shudan Zhang, Hanlin Zhao, Xiao Liu et al.11 citations
  48. ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ↗Lei Sun, Zhengwei Tao, Youdi Li et al.11 citations
  49. ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ↗Xuanqing Yu, Wangtao Sun, Jingwei Li et al.11 citations
  50. OffsetBias: Leveraging Debiased Data for Tuning EvaluatorsJunsoo Park, Seungyeon Jwa, Ren Meiying et al.11 citations · our summary
  51. Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ↗Minjin Kim, Minju Kim, Hana Kim et al.11 citations
  52. Prompting open-source and commercial language models for grammatical error correction of English learner text ↗Christopher Davis, Andrew Caines, Øistein E. Andersen et al.11 citations
  53. Pruning as a Domain-specific LLM Extractor ↗Nan Zhang, Yanchi Liu, Xujiang Zhao et al.11 citations
  54. Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ↗Joan Santoso, Patrick Sutanto, Billy Cahyadi et al.11 citations
  55. Pushing the Limits of Zero-shot End-to-End Speech Translation ↗Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa et al.11 citations
  56. Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective ↗Meiqi Chen, Yixin Cao, Yan Zhang et al.11 citations
  57. RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models ↗Minsoo Kim, Sihwa Lee, Wonyong Sung et al.11 citations
  58. Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ↗Meishan Zhang, Hao Fei, Bin Wang et al.11 citations
  59. Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ↗Haining Wang, Kang He, Bobo Li et al.11 citations
  60. Sanitizing Large Language Models in Bug Detection with Data-Flow ↗Chengpeng Wang, Wuqi Zhang, Zian Su et al.11 citations
  61. SharedCon: Implicit Hate Speech Detection using Shared Semantics ↗Hyeseon Ahn, Youngwook Kim, Jungin Kim et al.11 citations
  62. SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM ↗Jielin Qiu, Andrea Madotto, Zhaojiang Lin et al.11 citations
  63. The Emotion Dynamics of Literary Novels ↗Krishnapriya Vishnubhotla, Adam Hammond, Graeme Hirst et al.11 citations
  64. TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish ↗Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel et al.11 citations
  65. Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? ↗Tannon Kew, Florian Schottmann, Rico Sennrich11 citations
  66. Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ↗Omer Goldman, Avi Caciularu, Matan Eyal et al.11 citations
  67. Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models ↗Jie Chen, Yupeng Zhang, Bingning Wang et al.11 citations
  68. Using LLMs to simulate students' responses to exam questions ↗Luca Benedetto, Giovanni Aradelli, Antonia Donvito et al.11 citations
  69. k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ↗Abe Hou, Jingyu Zhang, Yichen Wang et al.11 citations
  70. A Unified Framework for Model Editing ↗Akshat Gupta, Dev Sajnani, Gopala Anumanchipalli10 citations
  71. ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ↗David Wan, Koustuv Sinha, Srini Iyer et al.10 citations
  72. An Empirical Study of In-context Learning in LLMs for Machine Translation ↗Pranjal Chitale, Jay Gala, Raj Dabre10 citations
  73. Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality ↗Jiahuan Pei, Irene Viola, Haochen Huang et al.10 citations
  74. Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ↗Kaiyi Zhang, Ang Lv, Yuhan Chen et al.10 citations
  75. BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ↗Parker Glenn, Parag Dakle, Liang Wang et al.10 citations
  76. Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric ↗Hyukhun Koh, Dohyung Kim, Minwoo Lee et al.10 citations
  77. Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements ↗Ming Li, Jiuhai Chen, Lichang Chen et al.10 citations
  78. Can Large Language Models Understand Context? ↗Yilun Zhu, Joel Ruben Antony Moniz, Shruti Bhargava et al.10 citations
  79. Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs ↗Victor Carbune, Hassan Mansoor, Fangyu Liu et al.10 citations
  80. Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation ↗Letian Peng, Yuwei Zhang, Jingbo Shang10 citations
  81. CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples ↗Jianrui Zhang, Mu Cai, Tengyang Xie et al.10 citations
  82. DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis ↗Zhihao Wang, Bo Zhang, Ru Yang et al.10 citations
  83. DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis ↗Peijie Huang, Xisheng Xiao, Yuhong Xu et al.10 citations
  84. Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning ↗Miao Peng, Ben Liu, Wenjie Xu et al.10 citations
  85. Divide-or-Conquer? Which Part Should You Distill Your LLM? ↗Zhuofeng Wu, Richard He Bai, Aonan Zhang et al.10 citations
  86. Dynamic Planning for LLM-based Graphical User Interface Automation ↗Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen et al.10 citations
  87. Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ↗Menglong Cui, Jiangcun Du, Shaolin Zhu et al.10 citations
  88. Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment ↗Zhongtao Miao, Qiyu Wu, Kaiyan Zhao et al.10 citations
  89. Generalized Category Discovery with Large Language Models in the Loop ↗Wenbin An, Wenkai Shi, Feng Tian et al.10 citations
  90. ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ↗Henry Peng Zou, Vinay Samuel, Yue Zhou et al.10 citations
  91. Incremental Sequence Labeling: A Tale of Two Shifts ↗Shengjie Qiu, Junhao Zheng, Zhen Liu et al.10 citations
  92. Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell ↗Muhan Gao, TaiMing Lu, Kuai Yu et al.10 citations
  93. LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ↗Zhong-Zhi Li, Ming-Liang Zhang, Fei Yin et al.10 citations
  94. LLM generated responses to mitigate the impact of hate speech ↗Jakub Podolak, Szymon Łukasik, Paweł Balawender et al.10 citations
  95. LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study ↗Van Bach Nguyen, Paul Youssef, Christin Seifert et al.10 citations
  96. Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ↗Yuchen Hu, Chen Chen, Chengwei Qin et al.10 citations
  97. LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ↗Ziyu Zhao, Leilei Gan, Guoyin Wang et al.10 citations
  98. Low-resource neural machine translation with morphological modeling ↗Antoine Nzeyimana10 citations
  99. MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ↗Dexuan Xu, Yanyuan Chen, Jieyi Wang et al.10 citations
  100. MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ↗Jian Ma, Wenguan Wang, Yi Yang et al.10 citations

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