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

2,432 papers · page 13 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs ↗Zhuoyi Peng, Yi Yang3 citations
  2. Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought ↗Kohtaro Tanaka, Kohei Uehara, Lin Gu et al.3 citations
  3. Continual Contrastive Spoken Language Understanding ↗Umberto Cappellazzo, Enrico Fini, Muqiao Yang et al.3 citations
  4. CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation ↗Xiwen Liang, Liang Ma, Shanshan Guo et al.3 citations
  5. Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ↗Xuxin Cheng, Zhihong Zhu, Bang Yang et al.3 citations
  6. DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning ↗Yingqian Min, Kun Zhou, Dawei Gao et al.3 citations
  7. DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models ↗Peng Tang, Pengkai Zhu, Tian Li et al.3 citations
  8. Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning ↗Qingyu Yin, Xuzheng He, Chak Tou Leong et al.3 citations
  9. DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ↗YiQiu Guo, Yuchen Yang, Ya Zhang et al.3 citations
  10. Diffusion Guided Language Modeling ↗Justin Lovelace, Varsha Kishore, Yiwei Chen et al.3 citations
  11. Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning ↗Yuanhao Yue, Chengyu Wang, Jun Huang et al.3 citations
  12. Divide and Conquer: Legal Concept-guided Criminal Court View Generation ↗Qi Xu, Xiao Wei, Hang Yu et al.3 citations
  13. Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ↗Yuyan Chen, Yueze Li, Songzhou Yan et al.3 citations
  14. Do Prompt Positions Really Matter? ↗Junyu Mao, Stuart E. Middleton, Mahesan Niranjan3 citations
  15. Does Context Help Mitigate Gender Bias in Neural Machine Translation? ↗Harritxu Gete, Thierry Etchegoyhen3 citations
  16. Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks ↗Seunguk Yu, Juhwan Choi, YoungBin Kim3 citations
  17. EDEN: Empathetic Dialogues for English Learning ↗Li Siyan, Teresa Shao, Zhou Yu et al.3 citations
  18. EU DisinfoTest: a Benchmark for Evaluating Language Models' Ability to Detect Disinformation Narratives ↗Witold Sosnowski, Arkadiusz Modzelewski, Kinga Skorupska et al.3 citations
  19. Efficient Sparse Attention needs Adaptive Token Release ↗Chaoran Zhang, Lixin Zou, Dan Luo et al.3 citations
  20. Eigen Attention: Attention in Low-Rank Space for KV Cache Compression ↗Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary et al.3 citations
  21. EmbodiedBERT: Cognitively Informed Metaphor Detection Incorporating Sensorimotor Information ↗Yu Xi Li, Bo Peng, Yu-Yin Hsu et al.3 citations
  22. Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ↗Leonardo Ranaldi, Giulia Pucci, Andre Freitas3 citations
  23. Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction ↗Hyunsoo Na, Minseok Gang, Youngrok Ko et al.3 citations
  24. Enhancing Perception: Refining Explanations of News Claims with LLM Conversations ↗Yi-Li Hsu, Jui-Ning Chen, Yang Fan Chiang et al.3 citations
  25. Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning ↗Qinhao Zhou, Zihan Zhang, Xiang Xiang et al.3 citations
  26. Entity Linking in the Job Market Domain ↗Mike Zhang, Rob van der Goot, Barbara Plank3 citations
  27. Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains ↗Krithika Ramesh, Nupoor Gandhi, Pulkit Madaan et al.3 citations
  28. Evaluating Gender Bias of LLMs in Making Morality Judgements ↗Divij Bajaj, Yuanyuan Lei, Jonathan Tong et al.3 citations
  29. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ↗Xuming Hu, Xiaochuan Li, Junzhe Chen et al.3 citations
  30. Exploiting Positional Bias for Query-Agnostic Generative Content in Search ↗Andrew Parry, Sean MacAvaney, Debasis Ganguly3 citations
  31. Exploring Automated Keyword Mnemonics Generation with Large Language Models via Overgenerate-and-Rank ↗Jaewook Lee, Hunter McNichols, Andrew Lan3 citations
  32. Exploring Design Choices for Building Language-Specific LLMs ↗Atula Tejaswi, Nilesh Gupta, Eunsol Choi3 citations
  33. Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions ↗Jordan Meadows, Tamsin Emily James, Andre Freitas3 citations
  34. Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR ↗Minghan Wang, Yuxia Wang, Thuy-Trang Vu et al.3 citations
  35. Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales ↗Lucas Resck, Marcos M. Raimundo, Jorge Poco3 citations
  36. Extremely efficient online query encoding for dense retrieval ↗Nachshon Cohen, Yaron Fairstein, Guy Kushilevitz3 citations
  37. FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation ↗Si Chen, Feiyang Kang, Ning Yu et al.3 citations
  38. Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning ↗Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao et al.3 citations
  39. From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models ↗Qianyu He, Jie Zeng, Qianxi He et al.3 citations
  40. From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts ↗Wang Zhang, Xin Wang, Qian Wang et al.3 citations
  41. GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ↗Shuzhou Yuan, Ercong Nie, Michael Färber et al.3 citations
  42. Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation ↗Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal3 citations
  43. Harnessing Large Language Models as Post-hoc Correctors ↗Zhiqiang Zhong, Kuangyu Zhou, Davide Mottin3 citations
  44. HateModerate: Testing Hate Speech Detectors against Content Moderation Policies ↗Jiangrui Zheng, Xueqing Liu, Mirazul Haque et al.3 citations
  45. Head-wise Shareable Attention for Large Language Models ↗Zouying Cao, Yifei Yang, Hai Zhao3 citations
  46. High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models ↗Michela Lorandi, Anya Belz3 citations
  47. How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models ↗Yin Jou Huang, Rafik Hadfi3 citations
  48. HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation ↗Chuancheng Lv, Lei Li, Shitou Zhang et al.3 citations
  49. Identifying Semantic Induction Heads to Understand In-Context Learning ↗Jie Ren, Qipeng Guo, Hang Yan et al.3 citations
  50. Improving Quotation Attribution with Fictional Character Embeddings ↗Gaspard Michel, Elena V. Epure, Romain Hennequin et al.3 citations
  51. In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models ↗Pengrui Han, Peiyang Song, Haofei Yu et al.3 citations
  52. In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models ↗Ayrton San Joaquin, Bin Wang, Zhengyuan Liu et al.3 citations
  53. Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation ↗Qin Zhu, Qinyuan Cheng, Runyu Peng et al.3 citations
  54. Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models ↗Shixin Jiang, Zerui Chen, Jiafeng Liang et al.3 citations
  55. Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ↗Chengfeng Dou, Ying Zhang, Zhi Jin et al.3 citations
  56. Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models' Capability in Reproducing Academic Charts ↗Zhehao Zhang, Weicheng Ma, Soroush Vosoughi3 citations
  57. It's All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction ↗Aditi Chaudhary, Karthik Raman, Michael Bendersky3 citations
  58. It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ↗Nishant Balepur, Shramay Palta, Rachel Rudinger3 citations
  59. KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ↗Fangyuan Xu, Kyle Lo, Luca Soldaini et al.3 citations
  60. Knowledge-Centric Templatic Views of Documents ↗Isabel Cachola, Silviu Cucerzan, Allen Herring et al.3 citations
  61. LEGOBench: Scientific Leaderboard Generation Benchmark ↗Shruti Singh, Shoaib Alam, Husain Malwat et al.3 citations
  62. LJPCheck: Functional Tests for Legal Judgment Prediction ↗Yuan Zhang, Wanhong Huang, Yi Feng et al.3 citations
  63. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints ↗Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin et al.3 citations
  64. LLMCrit: Teaching Large Language Models to Use Criteria ↗Weizhe Yuan, Pengfei Liu, Matthias Gallé3 citations
  65. LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback ↗Wenda Xu, Daniel Deutsch, Mara Finkelstein et al.3 citations
  66. Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi ↗Jonne Sälevä, Constantine Lignos3 citations
  67. Language Models can Evaluate Themselves via Probability Discrepancy ↗Tingyu Xia, Bowen Yu, Yuan Wu et al.3 citations
  68. Large Language Models Can Learn Representation in Natural Language ↗Yiduo Guo, Yaobo Liang, Dongyan Zhao et al.3 citations
  69. Large Language Models Can Not Perform Well in Understanding and Manipulating Natural Language at Both Character and Word Levels? ↗Yidan Zhang, Zhenan He3 citations
  70. Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models ↗Yunsheng Ma, Xu Cao, Wenqian Ye et al.3 citations
  71. Learning Label Hierarchy with Supervised Contrastive Learning ↗Ruixue Lian, William Sethares, Junjie Hu3 citations
  72. Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL ↗Qihuang Zhong, Kunfeng Chen, Liang Ding et al.3 citations
  73. Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models ↗Vladimir Araujo, Marie-Francine Moens, Tinne Tuytelaars3 citations
  74. Let's Negotiate! A Survey of Negotiation Dialogue Systems ↗Haolan Zhan, Yufei Wang, Zhuang Li et al.3 citations
  75. Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ↗Yanghai Zhang, Ye Liu, Shiwei Wu et al.3 citations
  76. Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection ↗David Dukić, Kiril Gashteovski, Goran Glavaš et al.3 citations
  77. Leveraging Summarization for Unsupervised Dialogue Topic Segmentation ↗Aleksei Artemiev, Daniil Parinov, Alexey Grishanov et al.3 citations
  78. Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts ↗Aditya Sharma, Michael Saxon, William Yang Wang3 citations
  79. Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures ↗Veronika Ganeeva, Andrey Sakhovskiy, Kuzma Khrabrov et al.3 citations
  80. M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ↗Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap et al.3 citations
  81. M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks ↗Florian Schneider, Sunayana Sitaram3 citations
  82. MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science ↗Junho Kim, Yeachan Kim, Jun-Hyung Park et al.3 citations
  83. MINERS: Multilingual Language Models as Semantic Retrievers ↗Genta Indra Winata, Ruochen Zhang, David Ifeoluwa Adelani3 citations
  84. MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning ↗Wanqing Cui, Keping Bi, Jiafeng Guo et al.3 citations
  85. Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ↗Daniel Tamayo, Aitor Gonzalez-Agirre, Javier Hernando et al.3 citations
  86. MedINST: Meta Dataset of Biomedical Instructions ↗Wenhan Han, Meng Fang, Zihan Zhang et al.3 citations
  87. MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ↗Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena et al.3 citations
  88. MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ↗Siddhant Agarwal, Shivam Sharma, Preslav Nakov et al.3 citations
  89. Mental Disorder Classification via Temporal Representation of Text ↗Raja Kumar, Kishan Maharaj, Ashita Saxena et al.3 citations
  90. Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information ↗Kyubyung Chae, Jaepill Choi, Yohan Jo et al.3 citations
  91. Mixed Distillation Helps Smaller Language Models Reason Better ↗Chenglin Li, Qianglong Chen, Liangyue Li et al.3 citations
  92. Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas ↗Salvatore Giorgi, Tingting Liu, Ankit Aich et al.3 citations
  93. Modelling Variability in Human Annotator Simulation ↗Wen Wu, Wenlin Chen, Chao Zhang et al.3 citations
  94. MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ↗Rohit Saxena, Frank Keller3 citations
  95. Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback ↗Jiashuo Wang, Chunpu Xu, Chak Tou Leong et al.3 citations
  96. Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach ↗Diogo Pernes, Gonçalo M. Correia, Afonso Mendes3 citations
  97. Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants ↗Rafael Ferreira, David Semedo, Joao Magalhaes3 citations
  98. MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech ↗Taejun Bak, Youngsik Eom, SeungJae Choi et al.3 citations
  99. Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models ↗Yuqing Zhou, Ruixiang Tang, Ziyu Yao et al.3 citations
  100. NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models ↗Amit Dhurandhar, Tejaswini Pedapati, Ronny Luss et al.3 citations

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