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

2,432 papers · page 12 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering ↗Yu Zhang, Kehai Chen, Xuefeng Bai et al.4 citations
  2. RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations ↗Haolan Zhan, Zhuang Li, Xiaoxi Kang et al.4 citations
  3. RaDA: Retrieval-augmented Web Agent Planning with LLMs ↗Minsoo Kim, Victor Bursztyn, Eunyee Koh et al.4 citations
  4. ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ↗Zhiyuan Liu, Yaorui Shi, An Zhang et al.4 citations
  5. Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora ↗Dror Kris Markus, Effi Levi, Tamir Sheafer et al.4 citations
  6. Reasons to Reject? Aligning Language Models with Judgments ↗Weiwen Xu, Deng Cai, Zhisong Zhang et al.4 citations
  7. Resonance RoPE: Improving Context Length Generalization of Large Language Models ↗Suyuchen Wang, Ivan Kobyzev, Peng Lu et al.4 citations
  8. Robust Text Classification: Analyzing Prototype-Based Networks ↗Zhivar Sourati, Darshan Girish Deshpande, Filip Ilievski et al.4 citations
  9. RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning ↗Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco et al.4 citations
  10. SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ↗Xin Cheng, Xun Wang, Tao Ge et al.4 citations
  11. STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models ↗Shreyas Basavatia, Keerthiram Murugesan, Shivam Ratnakar4 citations
  12. SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement ↗Ishani Mondal, Zongxia Li, Yufang Hou et al.4 citations
  13. See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning ↗Chengxin Zheng, Junzhong Ji, Yanzhao Shi et al.4 citations
  14. Seeing Through VisualBERT: A Causal Adventure on Memetic Landscapes ↗Dibyanayan Bandyopadhyay, Mohammed Hasanuzzaman, Asif Ekbal4 citations
  15. Selectively Answering Visual Questions ↗Julian Eisenschlos, Hernán Maina, Guido Ivetta et al.4 citations
  16. Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement ↗Yunlong Feng, Dechuan Teng, Yang Xu et al.4 citations
  17. Self-Supervised Position Debiasing for Large Language Models ↗Zhongkun Liu, Zheng Chen, Mengqi Zhang et al.4 citations
  18. Self-contradictory reasoning evaluation and detection ↗Ziyi Liu, Soumya Sanyal, Isabelle Lee et al.4 citations
  19. SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages ↗Nedjma Ousidhoum, Shamsuddeen Muhammad, Mohamed Abdalla et al.4 citations
  20. Semantic Role Labeling from Chinese Speech via End-to-End Learning ↗Huiyao Chen, Xinxin Li, Meishan Zhang et al.4 citations
  21. Shoes-ACOSI: A Dataset for Aspect-Based Sentiment Analysis with Implicit Opinion Extraction ↗Joseph J Peper, Wenzhao Qiu, Ryan Bruggeman et al.4 citations
  22. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation ↗Honghao Fu, Liang Zhang, Biao Fu et al.4 citations
  23. Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ↗Weicheng Ma, Chunyuan Deng, Aram Moossavi et al.4 citations
  24. Skills-in-Context: Unlocking Compositionality in Large Language Models ↗Jiaao Chen, Xiaoman Pan, Dian Yu et al.4 citations
  25. Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models ↗Dheeraj Mekala, Alex Nguyen, Jingbo Shang4 citations
  26. Syllable-level lyrics generation from melody exploiting character-level language model ↗Zhe Zhang, Karol Lasocki, Yi Yu et al.4 citations
  27. SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA ↗Siyue Zhang, Anh Tuan Luu, Chen Zhao4 citations
  28. Testing the Effect of Code Documentation on Large Language Model Code Understanding ↗William Macke, Michael Doyle4 citations
  29. Towards Uncertainty-Aware Language Agent ↗Jiuzhou Han, Wray Buntine, Ehsan Shareghi4 citations
  30. ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information ↗Zheng Hui, Zhaoxiao Guo, Hang Zhao et al.4 citations
  31. Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling ↗Rachel Sidney Devianti, Yusuke Miyao4 citations
  32. Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ↗ChaeHun Park, Koanho Lee, Hyesu Lim et al.4 citations
  33. Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries ↗Biaoyan Fang, Xiang Dai, Sarvnaz Karimi4 citations
  34. Understanding and Patching Compositional Reasoning in LLMs ↗Zhaoyi Li, Gangwei Jiang, Hong Xie et al.4 citations
  35. ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models ↗Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen et al.4 citations
  36. WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models ↗Piotr Molenda, Adian Liusie, Mark Gales4 citations
  37. When Quantization Affects Confidence of Large Language Models? ↗Irina Proskurina, Luc Brun, Guillaume Metzler et al.4 citations
  38. When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets ↗Orion Weller, Kyle Lo, David Wadden et al.4 citations
  39. Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling ↗Matúš Pikuliak, Stefan Oresko, Andrea Hrckova et al.4 citations
  40. Word-Conditioned 3D American Sign Language Motion Generation ↗Lu Dong, Xiao Wang, Ifeoma Nwogu4 citations
  41. ZeroStance: Leveraging ChatGPT for Open-Domain Stance Detection via Dataset Generation ↗Chenye Zhao, Yingjie Li, Cornelia Caragea et al.4 citations
  42. “Any Other Thoughts, Hedgehog?” Linking Deliberation Chains in Collaborative Dialogues ↗Abhijnan Nath, Videep Venkatesha, Mariah Bradford et al.4 citations
  43. “Knowing When You Don't Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation ↗Nandan Thakur, Luiz Bonifacio, Crystina Zhang et al.4 citations
  44. $360^\circ$REA: Towards A Reusable Experience Accumulation with $360^\circ$ Assessment for Multi-Agent System ↗Shen Gao, Hao Li, Zhengliang Shi et al.3 citations
  45. $Se^2$: Sequential Example Selection for In-Context Learning ↗Haoyu Liu, Jianfeng Liu, Shaohan Huang et al.3 citations
  46. (Chat)GPT v BERT Dawn of Justice for Semantic Change Detection ↗Francesco Periti, Haim Dubossarsky, Nina Tahmasebi3 citations
  47. A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ↗Wei Tang, Yixin Cao, Jiahao Ying et al.3 citations
  48. A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection ↗Xiaotong Zhang, Xinyi Li, Feng Zhang et al.3 citations
  49. A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task ↗Jannik Brinkmann, Abhay Sheshadri, Victor Levoso et al.3 citations
  50. A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect ↗Lingyun Song, Chengkun Yang, Xuanyu Li et al.3 citations
  51. A Semantic Search Engine for Mathlib4 ↗Guoxiong Gao, Haocheng Ju, Jiedong Jiang et al.3 citations
  52. A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune ↗Taha Ceritli, Savas Ozkan, Jeongwon Min et al.3 citations
  53. A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages ↗Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi et al.3 citations
  54. A Two-Agent Game for Zero-shot Relation Triplet Extraction ↗Ting Xu, Haiqin Yang, Fei Zhao et al.3 citations
  55. ASTE-Transformer: Modelling Dependencies in Aspect-Sentiment Triplet Extraction ↗Iwo Naglik, Mateusz Lango3 citations
  56. ATG: Benchmarking Automated Theorem Generation for Generative Language Models ↗Xiaohan Lin, Qingxing Cao, Yinya Huang et al.3 citations
  57. ATQ: Activation Transformation forWeight-Activation Quantization of Large Language Models ↗Yundong Gai, Ping Li3 citations
  58. AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph ↗Zhaowei Wang, Haochen Shi, Weiqi Wang et al.3 citations
  59. Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization ↗Dongyuan Li, Ying Zhang, Zhen Wang et al.3 citations
  60. Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation ↗Esteban Garces Arias, Julian Rodemann, Meimingwei Li et al.3 citations
  61. Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models ↗Sean Xie, Saeed Hassanpour, Soroush Vosoughi3 citations
  62. Advancing Vision-Language Models with Adapter Ensemble Strategies ↗Yue Bai, Handong Zhao, Zhe Lin et al.3 citations
  63. An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference ↗Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras3 citations
  64. An End-to-End Submodular Framework for Data-Efficient In-Context Learning ↗Lilly Kumari, Shengjie Wang, Arnav Das et al.3 citations
  65. An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ↗Shen Zhou, Yongqi Li, Xin Miao et al.3 citations
  66. Ancient Chinese Glyph Identification Powered by Radical Semantics ↗Yang Chi, Fausto Giunchiglia, Chuntao Li et al.3 citations
  67. Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ↗Soumya Sanyal, Tianyi Xiao, Jiacheng Liu et al.3 citations
  68. Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ↗Yang Chen, Chong Yang, Tu Hu et al.3 citations
  69. Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks ↗Haz Shahgir, Xianghao Kong, Greg Ver Steeg et al.3 citations
  70. AuriSRec: Adversarial User Intention Learning in Sequential Recommendation ↗Junjie Zhang, Ruobing Xie, Wenqi Sun et al.3 citations
  71. Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs ↗Claire Jin, Sudha Rao, Xiangyu Peng et al.3 citations
  72. BASS: Batched Attention-optimized Speculative Sampling ↗Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha et al.3 citations
  73. BATS: BenchmArking Text Simplicity 🦇 ↗Christin Kreutz, Fabian Haak, Björn Engelmann et al.3 citations
  74. BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models ↗Aofei Chang, Jiaqi Wang, Han Liu et al.3 citations
  75. Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ↗Hengyuan Zhang, Yanru Wu, Dawei Li et al.3 citations
  76. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication ↗Weize Chen, Chenfei Yuan, Jiarui Yuan et al.3 citations
  77. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations ↗Peixin Qin, Chen Huang, Yang Deng et al.3 citations
  78. Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check ↗Haiming Wu, Hanqing Zhang, Richeng Xuan et al.3 citations
  79. Bilateral Masking with prompt for Knowledge Graph Completion ↗Yonghui Kong, Cunhang Fan, Yujie Chen et al.3 citations
  80. Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer ↗Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin et al.3 citations
  81. Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding ↗Yihua Zhu, Hidetoshi Shimodaira3 citations
  82. Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ↗Barah Fazili, Ashish Agrawal, Preethi Jyothi3 citations
  83. Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ↗Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.3 citations
  84. Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment ↗Orgest Xhelili, Yihong Liu, Hinrich Schuetze3 citations
  85. Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German ↗Manuel Lardelli, Giuseppe Attanasio, Anne Lauscher3 citations
  86. CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems ↗Amin Abolghasemi, Zhaochun Ren, Arian Askari et al.3 citations
  87. CEO: Corpus-based Open-Domain Event Ontology Induction ↗Nan Xu, Hongming Zhang, Jianshu Chen3 citations
  88. CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ↗Yizhi Li, Ge Zhang, Xingwei Qu et al.3 citations
  89. CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ↗Wanhong Huang, Yi Feng, Chuanyi Li et al.3 citations
  90. CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack ↗Siqi Sun, Procheta Sen, Wenjie Ruan3 citations
  91. CTC-based Non-autoregressive Textless Speech-to-Speech Translation ↗Qingkai Fang, Zhengrui Ma, Yan Zhou et al.3 citations
  92. Can LLMs Understand the Implication of Emphasized Sentences in Dialogue? ↗Guan-Ting Lin, Hung-yi Lee3 citations
  93. Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study ↗Keyu Wang, Guilin Qi, Jiaqi Li et al.3 citations
  94. Can Textual Unlearning Solve Cross-Modality Safety Alignment? ↗Trishna Chakraborty, Erfan Shayegani, Zikui Cai et al.3 citations
  95. CapEEN: Image Captioning with Early Exits and Knowledge Distillation ↗Divya Jyoti Bajpai, Manjesh Kumar Hanawal3 citations
  96. Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling PerspectiveIan Porada, Alexandra Olteanu, Kaheer Suleman et al.3 citations · our summary
  97. Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ↗Chenxi Li, Yuanhe Tian, Zhaxi Zerong et al.3 citations
  98. Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy ↗Razvan-Gabriel Dumitru, Paul Ioan Clotan, Vikas Yadav et al.3 citations
  99. Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness ↗Hossein A. Rahmani, Xi Wang, Mohammad Aliannejadi et al.3 citations
  100. Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other ↗Yifei Gao, Jie Ou, Lei Wang et al.3 citations

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