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

2,432 papers · page 8 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text ↗Yafu Li, Zhilin Wang, Leyang Cui et al.7 citations
  2. Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations ↗Md Arafat Sultan, Jatin Ganhotra, Ramón Fernandez Astudillo7 citations
  3. Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization ↗Tobias Schnabel, Jennifer Neville7 citations
  4. TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models ↗Jaewoo Ahn, Taehyun Lee, Junyoung Lim et al.7 citations
  5. Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies ↗Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal et al.7 citations
  6. Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks ↗Sungkyung Kim, Adam Lee, Junyoung Park et al.7 citations
  7. Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech ↗Neemesh Yadav, Sarah Masud, Vikram Goyal et al.7 citations
  8. Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ↗Fanyi Qu, Hao Sun, Yunfang Wu7 citations
  9. Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ↗Chunyuan Deng, Yilun Zhao, Yuzhao Heng et al.7 citations
  10. ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ↗Kaiwen Zhou, Kwonjoon Lee, Teruhisa Misu et al.7 citations
  11. What Makes a Good Order of Examples in In-Context Learning ↗Qi Guo, Leiyu Wang, Yidong Wang et al.7 citations
  12. When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? ↗Yanjun Gao, Skatje Myers, Shan Chen et al.7 citations
  13. Z-GMOT: Zero-shot Generic Multiple Object Tracking ↗Kim Tran, Anh Duy Le Dinh, Tien-Phat Nguyen et al.7 citations
  14. $LONG^2RAG$: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall ↗Zehan Qi, Rongwu Xu, Zhijiang Guo et al.6 citations
  15. 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding ↗Yihao Ding, Lorenzo Vaiani, Caren Han et al.6 citations
  16. A Novel Paradigm Boosting Translation Capabilities of Large Language Models ↗Jiaxin Guo, Hao Yang, Zongyao Li et al.6 citations
  17. Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ↗Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng et al.6 citations
  18. Accelerating Multilingual Language Model for Excessively Tokenized Languages ↗Jimin Hong, Gibbeum Lee, Jaewoong Cho6 citations
  19. Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models ↗Gunjan Balde, Soumyadeep Roy, Mainack Mondal et al.6 citations
  20. Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ↗Yanzheng Xiang, Hanqi Yan, Lin Gui et al.6 citations
  21. Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts ↗Linyan Yang, Jingwei Cheng, Fu Zhang6 citations
  22. Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ↗Pengyu Cheng, Yifan Yang, Jian Li et al.6 citations
  23. AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding ↗Alessandro Suglia, Claudio Greco, Katie Baker et al.6 citations
  24. Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions ↗Alex Nyffenegger, Matthias Stürmer, Joel Niklaus6 citations
  25. Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? ↗Rishav Hada, Varun Gumma, Adrian de Wynter et al.6 citations
  26. Argument-Based Sentiment Analysis on Forward-Looking Statements ↗Chin-Yi Lin, Chung-Chi Chen, Hen-Hsen Huang et al.6 citations
  27. Authorship Obfuscation in Multilingual Machine-Generated Text Detection ↗Dominik Macko, Robert Moro, Adaku Uchendu et al.6 citations
  28. BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain ↗Kaisi Guan, Qian Cao, Yuchong Sun et al.6 citations
  29. Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression ↗Zhichao Xu, Ashim Gupta, Tao Li et al.6 citations
  30. CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ↗Chao-Chun Hsu, Erin Bransom, Jenna Sparks et al.6 citations
  31. CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions ↗Zishan Guo, Yufei Huang, Deyi Xiong6 citations
  32. CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ↗I-Hung Hsu, Zifeng Wang, Long Le et al.6 citations
  33. Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ↗Zhiwei Li, Ran Song, Caihong Sun et al.6 citations
  34. Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models ↗Sheng Zhang, Hui Li, Rongrong Ji6 citations
  35. Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? ↗Nathan Brake, Thomas Schaaf6 citations
  36. Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning ↗Mathieu Rita, Florian Strub, Rahma Chaabouni et al.6 citations
  37. Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models ↗Yue Xu, Xiuyuan Qi, Zhan Qin et al.6 citations
  38. Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models ↗Sang T. Truong, Duc Q. Nguyen, Toan Nguyen et al.6 citations
  39. CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment ↗Jixiang Hong, Quan Tu, Changyu Chen et al.6 citations
  40. DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text ↗Wenting Zhao, Ye Liu, Tong Niu et al.6 citations
  41. DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers ↗Anna Langedijk, Hosein Mohebbi, Gabriele Sarti et al.6 citations
  42. Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ↗Layla Bouzoubaa, Elham Aghakhani, Max Song et al.6 citations
  43. Devil's Advocate: Anticipatory Reflection for LLM Agents ↗Haoyu Wang, Tao Li, Zhiwei Deng et al.6 citations
  44. DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking ↗Devrim Çavuşoğlu, Seçil Şen, Ulaş Sert6 citations
  45. Distillation Enhanced Generative Retrieval ↗Yongqi Li, Zhen Zhang, Wenjie Wang et al.6 citations
  46. Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition ↗Wei Chen, Lili Zhao, Zhi Zheng et al.6 citations
  47. E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ↗Jinchang Hou, Chang Ao, Haihong Wu et al.6 citations
  48. EconNLI: Evaluating Large Language Models on Economics Reasoning ↗Yue Guo, Yi Yang6 citations
  49. Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration ↗Jeremy Qin, Bang Liu, Quoc Dinh Nguyen6 citations
  50. Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach ↗Jingyuan Yang, Dapeng Chen, Yajing Sun et al.6 citations
  51. Evaluating Step-by-Step Reasoning through Symbolic Verification ↗YiFan Zhang, Hanlin Zhang, Li Li et al.6 citations
  52. Extracting Polymer Nanocomposite Samples from Full-Length Documents ↗Ghazal Khalighinejad, Defne Circi, L. Brinson et al.6 citations
  53. Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ↗Xinran Zhao, Hongming Zhang, Xiaoman Pan et al.6 citations
  54. FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering ↗Zhihan Guo, Yifei Zhang, Zhuo Zhang et al.6 citations
  55. Financial Forecasting from Textual and Tabular Time Series ↗Ross Koval, Nicholas Andrews, Xifeng Yan6 citations
  56. Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition ↗Yahan Yu, Duzhen Zhang, Xiuyi Chen et al.6 citations
  57. From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards ↗Khaoula Chehbouni, Megha Roshan, Emmanuel Ma et al.6 citations
  58. Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research ↗Tianyu Liu, Yijia Xiao, Xiao Luo et al.6 citations
  59. Guided Profile Generation Improves Personalization with Large Language Models ↗Jiarui Zhang6 citations
  60. How Do Moral Emotions Shape Political Participation? A Cross-Cultural Analysis of Online Petitions Using Language Models ↗Jaehong Kim, Chaeyoon Jeong, Seongchan Park et al.6 citations
  61. How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ↗Fei Yuan, Shuai Yuan, Zhiyong Wu et al.6 citations
  62. HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs ↗Adrián Bazaga, Pietro Lio, Gos Micklem6 citations
  63. ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification ↗Yaxin Zhu, Hamed Zamani6 citations
  64. Improving Grammatical Error Correction via Contextual Data Augmentation ↗Yixuan Wang, Baoxin Wang, Yijun Liu et al.6 citations
  65. Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval ↗Juraj Vladika, Florian Matthes6 citations
  66. In-Context Former: Lightning-fast Compressing Context for Large Language Model ↗Xiangfeng Wang, Zaiyi Chen, Tong Xu et al.6 citations
  67. Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning ↗Wen Chang, Yun-Nung Chen6 citations
  68. Instruction Position Matters in Sequence Generation with Large Language Models ↗Yijin Liu, Xianfeng Zeng, Chenze Shao et al.6 citations
  69. KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation ↗Di Wu, Da Yin, Kai-Wei Chang6 citations
  70. Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ↗Guangqian Yang, Yi Liu, Lei Zhang et al.6 citations
  71. LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models ↗Dustin Wright, Arnav Arora, Nadav Borenstein et al.6 citations
  72. LPNL: Scalable Link Prediction with Large Language Models ↗Baolong Bi, Shenghua Liu, Yiwei Wang et al.6 citations
  73. Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning ↗Tianxiang Hu, Pei Zhang, Baosong Yang et al.6 citations
  74. Large Language Models Know What To Say But Not When To Speak ↗Muhammad Umair, Vasanth Sarathy, Jan Ruiter6 citations
  75. Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Models ↗Kai Yao, Penglei Gao, Lichun Li et al.6 citations
  76. Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA ↗Nirmal Roy, Leonardo F. R. Ribeiro, Rexhina Blloshmi et al.6 citations
  77. Learning to Refine with Fine-Grained Natural Language Feedback ↗Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li et al.6 citations
  78. Likelihood-based Mitigation of Evaluation Bias in Large Language Models ↗Masanari Oi, Masahiro Kaneko, Ryuto Koike et al.6 citations
  79. Llamipa: An Incremental Discourse Parser ↗Kate Thompson, Akshay Chaturvedi, Julie Hunter et al.6 citations
  80. MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations ↗Bryan R Christ, Jonathan Kropko, Thomas Hartvigsen6 citations
  81. MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ↗Xuhui Sui, Ying Zhang, Yu Zhao et al.6 citations
  82. MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education ↗Shashank Sonkar, Naiming Liu, MyCo Le et al.6 citations
  83. Mitigating Catastrophic Forgetting in Language Transfer via Model Merging ↗Anton Alexandrov, Veselin Raychev, Mark Niklas Müller et al.6 citations
  84. Mitigating Hallucination in Fictional Character Role-Play ↗Nafis Sadeq, Zhouhang Xie, Byungkyu Kang et al.6 citations
  85. Model Merging and Safety Alignment: One Bad Model Spoils the Bunch ↗Hasan Abed Al Kader Hammoud, Umberto Michieli, Fabio Pizzati et al.6 citations
  86. Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation ↗Heng Yang, Ke Li6 citations
  87. Modeling Historical Relevant and Local Frequency Context for Representation-Based Temporal Knowledge Graph Forecasting ↗Shengzhe Zhang, Wei Wei, Rikui Huang et al.6 citations
  88. MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension ↗Xingyu Lu, He Cao, Zijing Liu et al.6 citations
  89. Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca ↗Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev et al.6 citations
  90. Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision ↗Zihan Wang, Yunxuan Li, Yuexin Wu et al.6 citations
  91. MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations ↗Chunhui Li, Yifan Wang, Zhen Wu et al.6 citations
  92. Multimodal Procedural Planning via Dual Text-Image Prompting ↗Yujie Lu, Pan Lu, Zhiyu Chen et al.6 citations
  93. NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization ↗Md Mahadi Hasan Nahid, Davood Rafiei6 citations
  94. On-the-Fly Fusion of Large Language Models and Machine Translation ↗Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt6 citations
  95. PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ↗Liang Chen, Yichi Zhang, Shuhuai Ren et al.6 citations
  96. PEDANTS: Cheap but Effective and Interpretable Answer Equivalence ↗Zongxia Li, Ishani Mondal, Huy Nghiem et al.6 citations
  97. PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ↗Yiduo Guo, Zekai Zhang, Yaobo Liang et al.6 citations
  98. Planning and Editing What You Retrieve for Enhanced Tool Learning ↗Tenghao Huang, Dongwon Jung, Vaibhav Kumar et al.6 citations
  99. ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context ↗Zirui Wu, Yansong Feng6 citations
  100. PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning ↗Jiaru Zou, Mengyu Zhou, Tao Li et al.6 citations

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