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

2,432 papers · page 7 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking ↗Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar et al.8 citations
  2. Hybrid Alignment Training for Large Language Models ↗Chenglong Wang, Hang Zhou, Kaiyan Chang et al.8 citations
  3. Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ↗Zhuo Chen, Xinyu Wang, Yong Jiang et al.8 citations
  4. Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging ↗Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani Tur et al.8 citations
  5. Instruction-following Evaluation through Verbalizer Manipulation ↗Shiyang Li, Jun Yan, Hai Wang et al.8 citations
  6. LOCR: Location-Guided Transformer for Optical Character Recognition ↗Yu Sun, Dongzhan Zhou, Chen Lin et al.8 citations
  7. Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation ↗Jae-Woo Park, Seong-Jin Park, Hyun-Sik Won et al.8 citations
  8. Learning Fine-Grained Grounded Citations for Attributed Large Language Models ↗Lei Huang, Xiaocheng Feng, Weitao Ma et al.8 citations
  9. Learning Musical Representations for Music Performance Question Answering ↗Xingjian Diao, Chunhui Zhang, Tingxuan Wu et al.8 citations
  10. Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation ↗Xu Huang, Zhirui Zhang, Xiang Geng et al.8 citations
  11. MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems ↗Kaixin Li, Yuchen Tian, Qisheng Hu et al.8 citations
  12. Multi-dimensional Evaluation of Empathetic Dialogue Responses ↗Zhichao Xu, Jiepu Jiang8 citations
  13. On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering ↗Linyong Nan, Ellen Zhang, Weijin Zou et al.8 citations
  14. On the Generalization of Training-based ChatGPT Detection Methods ↗Han Xu, Jie Ren, Pengfei He et al.8 citations
  15. Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs ↗Wenhua Cheng, Weiwei Zhang, Haihao Shen et al.8 citations
  16. Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models ↗Donghoon Kim, Gusang Lee, Kyuhong Shim et al.8 citations
  17. ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding ↗Qihuang Zhong, Liang Ding, Juhua Liu et al.8 citations
  18. RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models ↗Saeed Khaki, JinJin Li, Lan Ma et al.8 citations
  19. Ranking Large Language Models without Ground Truth ↗Amit Dhurandhar, Rahul Nair, Moninder Singh et al.8 citations
  20. ResLoRA: Identity Residual Mapping in Low-Rank Adaption ↗Shuhua Shi, Shaohan Huang, Minghui Song et al.8 citations
  21. Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning ↗Yinger Zhang, Hui Cai, Xierui Song et al.8 citations
  22. Revisiting Multimodal Transformers for Tabular Data with Text Fields ↗Thomas Bonnier8 citations
  23. Scaling Laws for Fact Memorization of Large Language Models ↗Xingyu Lu, Xiaonan Li, Qinyuan Cheng et al.8 citations
  24. Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ↗Jieyong Kim, Ryang Heo, Yongsik Seo et al.8 citations
  25. Stanceformer: Target-Aware Transformer for Stance Detection ↗Krishna Garg, Cornelia Caragea8 citations
  26. TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ↗Martin Gubri, Dennis Ulmer, Hwaran Lee et al.8 citations
  27. Teaching Large Language Models an Unseen Language on the Fly ↗Chen Zhang, Xiao Liu, Jiuheng Lin et al.8 citations
  28. Towards Better Question Generation in QA-based Event Extraction ↗Zijin Hong, Jian Liu8 citations
  29. Virtual Context Enhancing Jailbreak Attacks with Special Token Injection ↗Yuqi Zhou, Lin Lu, Ryan Sun et al.8 citations
  30. What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models ↗Junho Kim, Kim Yeonju, Yong Man Ro8 citations
  31. X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ↗Hanzi Xu, Muhao Chen, Lifu Huang et al.8 citations
  32. $\textitRefiner$: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities ↗Zhonghao Li, Xuming Hu, Aiwei Liu et al.7 citations
  33. A Chinese Dataset for Evaluating the Safeguards in Large Language Models ↗Yuxia Wang, Zenan Zhai, Haonan Li et al.7 citations
  34. A Survey on Natural Language Counterfactual Generation ↗Yongjie Wang, Xiaoqi Qiu, Yu Yue et al.7 citations
  35. A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion ↗Jingtao Guo, Chunxia Zhang, Lingxi Li et al.7 citations
  36. AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models ↗Zihao Zeng, Yibo Miao, Hongcheng Gao et al.7 citations
  37. An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ↗Gantavya Bhatt, Yifang Chen, Arnav Das et al.7 citations
  38. Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions ↗Poojitha Thota, Shirin Nilizadeh7 citations
  39. BLADE: Benchmarking Language Model Agents for Data-Driven Science ↗Ken Gu, Ruoxi Shang, Ruien Jiang et al.7 citations
  40. Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ↗Jie Zhu, Junhui Li, Yalong Wen et al.7 citations
  41. Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System ↗Hengguan Huang, Songtao Wang, Hongfu Liu et al.7 citations
  42. BiasDora: Exploring Hidden Biased Associations in Vision-Language Models ↗Chahat Raj, Anjishnu Mukherjee, Aylin Caliskan et al.7 citations
  43. Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots ↗Junling Wang, Jakub Macina, Nico Daheim et al.7 citations
  44. CIDAR: Culturally Relevant Instruction Dataset For Arabic ↗Zaid Alyafeai, Khalid Almubarak, Ahmed Ashraf et al.7 citations
  45. CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models ↗Xiang Li, Fan Bu, Ambuj Mehrish et al.7 citations
  46. Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models ↗Yutian Zhao, Huimin Wang, Yuqi Liu et al.7 citations
  47. Chinese Spelling Corrector Is Just a Language Learner ↗Lai Jiang, Hongqiu Wu, Hai Zhao et al.7 citations
  48. Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ↗Jiayu Song, Jenny Chim, Adam Tsakalidis et al.7 citations
  49. Competition-Level Problems are Effective LLM Evaluators ↗Yiming Huang, Zhenghao Lin, Xiao Liu et al.7 citations
  50. Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework ↗Lu Chen, Ruqing Zhang, Jiafeng Guo et al.7 citations
  51. Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ↗Zhuoran Jin, Pengfei Cao, Hongbang Yuan et al.7 citations
  52. DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model ↗Chao Gao, Sai Qian Zhang7 citations
  53. Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ↗Dekun Wu, Haochen Shi, Zhiyuan Sun et al.7 citations
  54. Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset ↗Sheza Munir, Wassay Sajjad, Mukeet Raza et al.7 citations
  55. Do Androids Know They're Only Dreaming of Electric Sheep? ↗Sky CH-Wang, Benjamin Van Durme, Jason Eisner et al.7 citations
  56. Duwak: Dual Watermarks in Large Language Models ↗Chaoyi Zhu, Jeroen Galjaard, Pin-Yu Chen et al.7 citations
  57. Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ↗Yibo Miao, Hongcheng Gao, Hao Zhang et al.7 citations
  58. Enhancing Alignment using Curriculum Learning & Ranked Preferences ↗Pulkit Pattnaik, Rishabh Maheshwary, Kelechi Ogueji et al.7 citations
  59. Evaluating Large Language Models for Health-related Queries with PresuppositionsNavreet Kaur, Monojit Choudhury, Danish Pruthi7 citations · our summary
  60. Exploring Spatial Schema Intuitions in Large Language and Vision Models ↗Philipp Wicke, Lennart Wachowiak7 citations
  61. Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model ↗Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly et al.7 citations
  62. Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts ↗Sharon Levy, William Adler, Tahilin Sanchez Karver et al.7 citations
  63. Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing ↗Pooya Fayyazsanavi, Antonios Anastasopoulos, Jana Kosecka7 citations
  64. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding ↗Ziqi Wang, Chen Zhu, Zhi Zheng et al.7 citations
  65. HQP: A Human-Annotated Dataset for Detecting Online Propaganda ↗Abdurahman Maarouf, Dominik Bär, Dominique Geissler et al.7 citations
  66. History-Aware Conversational Dense Retrieval ↗Fengran Mo, Chen Qu, Kelong Mao et al.7 citations
  67. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ↗Jinxin Liu, Shulin Cao, Jiaxin Shi et al.7 citations
  68. HyperCL: A Contrastive Learning Framework for Hyper-Relational Knowledge Graph Embedding with Hierarchical Ontology ↗Yuhuan Lu, Weijian Yu, Xin Jing et al.7 citations
  69. ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation ↗Wenjun Hou, Yi Cheng, Kaishuai Xu et al.7 citations
  70. Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback ↗Nikhil Mehta, Milagro Teruel, Xin Deng et al.7 citations
  71. Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ↗Mengyu Bu, Shuhao Gu, Yang Feng7 citations
  72. In-Contextual Gender Bias Suppression for Large Language Models ↗Daisuke Oba, Masahiro Kaneko, Danushka Bollegala7 citations
  73. KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches ↗Jiayi Yuan, Hongyi Liu, Shaochen Zhong et al.7 citations
  74. Knowledge-based Consistency Testing of Large Language Models ↗Sai Sathiesh Rajan, Ezekiel Soremekun, Sudipta Chattopadhyay7 citations
  75. LLM Explainability via Attributive Masking Learning ↗Oren Barkan, Yonatan Toib, Yehonatan Elisha et al.7 citations
  76. LLaMA-Rider: Spurring Large Language Models to Explore the Open World ↗Yicheng Feng, Yuxuan Wang, Jiazheng Liu et al.7 citations
  77. Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences ↗Patrick Haller, Lena S. Bolliger, Lena A. Jäger7 citations
  78. Large Language Models for Scientific Information Extraction: An Empirical Study for Virology ↗Mahsa Shamsabadi, Jennifer D'Souza, Sören Auer7 citations
  79. LongGenBench: Long-context Generation Benchmark ↗Xiang Liu, Peijie Dong, Xuming Hu et al.7 citations
  80. MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction ↗Heng Yang, Ke Li7 citations
  81. Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models ↗Kenza Benkirane, Laura Gongas, Shahar Pelles et al.7 citations
  82. Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ↗Tian Xia, Zhiwei He, Tong Ren et al.7 citations
  83. Measuring Social Norms of Large Language Models ↗Ye Yuan, Kexin Tang, Jianhao Shen et al.7 citations
  84. MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ↗Juraj Vladika, Phillip Schneider, Florian Matthes7 citations
  85. Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness ↗Jin Yea Jang, Saim Shin, Gahgene Gweon7 citations
  86. Noisy Multi-Label Text Classification via Instance-Label Pair Correction ↗Pengyu Xu, Mingyang Song, Linkaida Liu et al.7 citations
  87. Personalized Abstractive Summarization by Tri-agent Generation Pipeline ↗Wen Xiao, Yujia Xie, Giuseppe Carenini et al.7 citations
  88. Phonetic and Lexical Discovery of Canine Vocalization ↗Theron S. Wang, Xingyuan Li, Chunhao Zhang et al.7 citations
  89. Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ↗Yuxiang Cai, Qiao Liu, Yanglei Gan et al.7 citations
  90. Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models ↗Kang He, Yinghan Long, Kaushik Roy7 citations
  91. Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics ↗Zefeng Lin, Weidong Chen, Yan Song et al.7 citations
  92. QEFT: Quantization for Efficient Fine-Tuning of LLMs ↗Changhun Lee, Jun-gyu Jin, YoungHyun Cho et al.7 citations
  93. Question Translation Training for Better Multilingual Reasoning ↗Wenhao Zhu, Shujian Huang, Fei Yuan et al.7 citations
  94. README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP ↗Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei et al.7 citations
  95. Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval ↗Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan et al.7 citations
  96. Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ↗Kaishuai Xu, Yi Cheng, Wenjun Hou et al.7 citations
  97. Recent Trends in Linear Text Segmentation: A Survey ↗Iacopo Ghinassi, Lin Wang, Chris Newell et al.7 citations
  98. Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ↗Ruichao Yang, Wei Gao, Jing Ma et al.7 citations
  99. RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization ↗Xijie Huang, Zechun Liu, Shih-Yang Liu et al.7 citations
  100. SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models ↗Shicheng Liu, Jialiang Xu, Wesley Tjangnaka et al.7 citations

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