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ACL 2024: all accepted papers

1,030 papers · page 6 of 11 · the most cited first · ← ACL 2024

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  1. FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ↗Yebin Lee, Imseong Park, Myungjoo Kang · Long Papers6 citations
  2. From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ↗Akash Ghosh, Mohit Singh Tomar, Abhisek Tiwari et al. · Long Papers6 citations
  3. GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ↗Virginia Felkner, Jennifer Thompson, Jonathan May · Long Papers6 citations
  4. Graph Language Models ↗Moritz Plenz, Anette Frank · Long Papers6 citations
  5. Improving Event Definition Following For Zero-Shot Event Detection ↗Zefan Cai, Po-Nien Kung, Ashima Suvarna et al. · Long Papers6 citations
  6. Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts ↗Jiahao Ying, Yixin Cao, Kai Xiong et al. · Long Papers6 citations
  7. LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models ↗Igor Tufanov, Karen Hambardzumyan, Javier Ferrando et al. · System Demonstrations6 citations
  8. Learning Geometry-Aware Representations for New Intent Discovery ↗Kai Tang, Junbo Zhao, Xiao Ding et al. · Long Papers6 citations
  9. Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ↗Yibo Hu, Erick Skorupa Parolin, Latifur Khan et al. · Long Papers6 citations
  10. MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ↗Tianshuo Zhou, Sen Mei, Xinze Li et al. · Long Papers6 citations
  11. MELA: Multilingual Evaluation of Linguistic Acceptability ↗Ziyin Zhang, Yikang Liu, Weifang Huang et al. · Long Papers6 citations
  12. Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners ↗Rongjie Huang, Chunlei Zhang, Yongqi Wang et al. · Long Papers6 citations
  13. Marathon: A Race Through the Realm of Long Context with Large Language Models ↗Lei Zhang, Yunshui Li, Ziqiang Liu et al. · Long Papers6 citations
  14. MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention ↗Prince Jha, Raghav Jain, Konika Mandal et al. · Long Papers6 citations
  15. MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ↗Chengpeng Li, Zheng Yuan, Hongyi Yuan et al. · Long Papers6 citations
  16. Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ↗Guijin Son, SangWon Baek, Sangdae Nam et al. · Long Papers6 citations
  17. NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data ↗Manuel Tonneau, Pedro Quinta De Castro, Karim Lasri et al. · Long Papers6 citations
  18. Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies ↗Tom Kocmi, Vilém Zouhar, Christian Federmann et al. · Long Papers6 citations
  19. One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ↗Tejpalsingh Siledar, Swaroop Nath, Sankara Muddu et al. · Long Papers6 citations
  20. Prompt Optimization via Adversarial In-Context Learning ↗Xuan Long Do, Yiran Zhao, Hannah Brown et al. · Long Papers6 citations
  21. Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ↗Zhangyue Yin, Qiushi Sun, Qipeng Guo et al. · Long Papers6 citations
  22. Robust Singing Voice Transcription Serves Synthesis ↗Ruiqi Li, Yu Zhang, Yongqi Wang et al. · Long Papers6 citations
  23. Sign Language Translation with Sentence Embedding Supervision ↗Yasser Hamidullah, Josef van Genabith, Cristina España-Bonet · Short Papers6 citations
  24. Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? ↗Marco Gaido, Sara Papi, Matteo Negri et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Machine Translation6 citations
  25. Speech language models lack important brain-relevant semantics ↗Subba Reddy Oota, Emin Çelik, Fatma Deniz et al. · Long Papers6 citations
  26. SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ↗Yebowen Hu, Kaiqiang Song, Sangwoo Cho et al. · Long Papers6 citations
  27. UniCoder: Scaling Code Large Language Model via Universal Code ↗Tao Sun, Linzheng Chai, Jian Yang et al. · Long Papers6 citations
  28. VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models ↗Qingxing Cao, Junhao Cheng, Xiaodan Liang et al. · Long Papers6 citations
  29. Visualization Recommendation with Prompt-based Reprogramming of Large Language Models ↗Xinhang Li, Jingbo Zhou, Wei Chen et al. · Long Papers6 citations
  30. WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection ↗Anudeex Shetty, Yue Teng, Ke He et al. · Long Papers6 citations
  31. Why are Sensitive Functions Hard for Transformers? ↗Michael Hahn, Mark Rofin · Long Papers · 🏆 Best Paper Award; SAC Award: Machine Learning for NLP6 citations
  32. A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ↗Gaurav Verma, Rynaa Grover, Jiawei Zhou et al. · Long Papers5 citations
  33. An Empirical Analysis on Large Language Models in Debate Evaluation ↗Xinyi Liu, Pinxin Liu, Hangfeng He · Short Papers5 citations
  34. An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing ↗Ziwei Chai, Guoyin Wang, Jing Su et al. · Long Papers5 citations
  35. An Open Multilingual System for Scoring Readability of Wikipedia ↗Mykola Trokhymovych, Indira Sen, Martin Gerlach · Long Papers5 citations
  36. Answer is All You Need: Instruction-following Text Embedding via Answering the Question ↗Letian Peng, Yuwei Zhang, Zilong Wang et al. · Long Papers5 citations
  37. AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ↗Yu-Zhe Shi, Haofei Hou, Zhangqian Bi et al. · Long Papers5 citations
  38. Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ↗Islam Eldifrawi, Shengrui Wang, Amine Trabelsi · Long Papers5 citations
  39. BatchEval: Towards Human-like Text Evaluation ↗Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al. · Long Papers5 citations
  40. BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization ↗Ahmed Allam · Student Research Workshop5 citations
  41. Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining ↗Yuan Tian, Ruike Zhang, Nan Xu et al. · Long Papers5 citations
  42. CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ↗Fuwen Luo, Chi Chen, Zihao Wan et al. · Long Papers5 citations
  43. Can ChatGPT's Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge ↗Cheng Yang, Puli Chen, Qingbao Huang · Long Papers5 citations
  44. Cheetah: Natural Language Generation for 517 African Languages ↗Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed · Long Papers5 citations
  45. ConstitutionalExperts: Training a Mixture of Principle-based Prompts ↗Savvas Petridis, Ben Wedin, Ann Yuan et al. · Short Papers5 citations
  46. Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ↗Jihwan Bang, Juntae Lee, Kyuhong Shim et al. · Long Papers5 citations
  47. Cross-Lingual Knowledge Editing in Large Language Models ↗Jiaan Wang, Yunlong Liang, Zengkui Sun et al. · Long Papers5 citations
  48. DocPilot: Copilot for Automating PDF Edit Workflows in Documents ↗Puneet Mathur, Alexa Siu, Varun Manjunatha et al. · System Demonstrations5 citations
  49. Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be BetterShengchao Liu, Xiaoming Liu, Yichen Wang et al. · Long Papers5 citations · our summary
  50. Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ↗Giorgos Vernikos, Andrei Popescu-Belis · Long Papers5 citations
  51. DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ↗Ananjan Nandi, Navdeep Kaur, Parag Singla et al. · Short Papers5 citations
  52. ECBD: Evidence-Centered Benchmark Design for NLP ↗Yu Lu Liu, Su Lin Blodgett, Jackie Cheung et al. · Long Papers5 citations
  53. EUROPA: A Legal Multilingual Keyphrase Generation Dataset ↗Olivier Salaün, Frédéric Piedboeuf, Guillaume Le Berre et al. · Long Papers5 citations
  54. EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs ↗Xiangyu Zhao, Bo Liu, Qijiong Liu et al. · Long Papers5 citations
  55. Evaluating Dynamic Topic Models ↗Charu Karakkaparambil James, Mayank Nagda, Nooshin Haji Ghassemi et al. · Long Papers5 citations
  56. Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ↗Yiren Jian, Tingkai Liu, Yunzhe Tao et al. · Long Papers5 citations
  57. Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ↗Shiwen Ni, Dingwei Chen, Chengming Li et al. · Long Papers5 citations
  58. Harnessing Toulmin's theory for zero-shot argument explication ↗Ankita Gupta, Ethan Zuckerman, Brendan O'Connor · Long Papers5 citations
  59. HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation ↗Yongsen Zheng, Ruilin Xu, Ziliang Chen et al. · Long Papers5 citations
  60. Hyper-CL: Conditioning Sentence Representations with Hypernetworks ↗Young Yoo, Jii Cha, Changhyeon Kim et al. · Long Papers5 citations
  61. Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ↗Soma Sato, Hayato Tsukagoshi, Ryohei Sasano et al. · Student Research Workshop5 citations
  62. KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ↗Zhuohao Yu, Chang Gao, Wenjin Yao et al. · Long Papers5 citations
  63. LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback ↗Timon Ziegenbein, Gabriella Skitalinskaya, Alireza Bayat Makou et al. · Long Papers5 citations
  64. LangBridge: Multilingual Reasoning Without Multilingual Supervision ↗Dongkeun Yoon, Joel Jang, Sungdong Kim et al. · Long Papers5 citations
  65. Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ↗Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo · Short Papers5 citations
  66. LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent ↗Robert Mahari, Dominik Stammbach, Elliott Ash et al. · Long Papers5 citations
  67. Learning Task Decomposition to Assist Humans in Competitive Programming ↗Jiaxin Wen, Ruiqi Zhong, Pei Ke et al. · Long Papers5 citations
  68. Linear Transformers with Learnable Kernel Functions are Better In-Context Models ↗Yaroslav Aksenov, Nikita Balagansky, Sofia Lo Cicero Vaina et al. · Long Papers5 citations
  69. M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ↗Wai-Chung Kwan, Xingshan Zeng, Yufei Wang et al. · Long Papers · 🏆 Outstanding Paper Award5 citations
  70. MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation ↗Yan Ma, Yu Qiao, Pengfei Liu · Long Papers5 citations
  71. Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ↗Sangwon Ryu, Heejin Do, Yunsu Kim et al. · Long Papers5 citations
  72. NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ↗Jonathan Zheng, Alan Ritter, Wei Xu · Long Papers5 citations
  73. OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety ↗Chuang Liu, Linhao Yu, Jiaxuan Li et al. · System Demonstrations5 citations
  74. OpenWebAgent: An Open Toolkit to Enable Web Agents on Large Language Models ↗Iat Long Iong, Xiao Liu, Yuxuan Chen et al. · System Demonstrations5 citations
  75. PAGED: A Benchmark for Procedural Graphs Extraction from Documents ↗Weihong Du, Wenrui Liao, Hongru Liang et al. · Long Papers5 citations
  76. Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ↗Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia et al. · Long Papers5 citations
  77. Probing Language Models for Pre-training Data Detection ↗Zhenhua Liu, Tong Zhu, Chuanyuan Tan et al. · Long Papers5 citations
  78. ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ↗Haochen Tan, Zhijiang Guo, Zhan Shi et al. · Long Papers5 citations
  79. Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ↗Dharunish Yugeswardeenoo, Kevin Zhu, Sean O'Brien · Student Research Workshop5 citations
  80. SOTOPIA-\ensuremath\pi: Interactive Learning of Socially Intelligent Language Agents ↗Ruiyi Wang, Haofei Yu, Wenxin Zhang et al. · Long Papers5 citations
  81. Selene: Pioneering Automated Proof in Software Verification ↗Lichen Zhang, Shuai Lu, Nan Duan · Long Papers5 citations
  82. Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models ↗Victor Agostinelli, Max Wild, Matthew Raffel et al. · Long Papers5 citations
  83. Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ↗Saibo Geng, Berkay Döner, Chris Wendler et al. · Short Papers5 citations
  84. Spectral Filters, Dark Signals, and Attention Sinks ↗Nicola Cancedda · Long Papers5 citations
  85. SyllabusQA: A Course Logistics Question Answering Dataset ↗Nigel Fernandez, Alexander Scarlatos, Andrew Lan · Long Papers5 citations
  86. Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline ↗Dingyi Yang, Chunru Zhan, Ziheng Wang et al. · Long Papers5 citations
  87. Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ↗Yeachan Kim, Junho Kim, SangKeun Lee · Long Papers5 citations
  88. UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ↗Chaoqun He, Renjie Luo, Shengding Hu et al. · System Demonstrations5 citations
  89. VariErr NLI: Separating Annotation Error from Human Label VariationLeon Weber-Genzel, Siyao Peng, Marie-Catherine De Marneffe et al. · Long Papers · 🏆 SAC Award: Resources and Evaluation5 citations · our summary
  90. VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ↗Cheng Niu, Yang Guan, Yuanhao Wu et al. · System Demonstrations5 citations
  91. What Do Language Models Learn in Context? The Structured Task Hypothesis. ↗Jiaoda Li, Yifan Hou, Mrinmaya Sachan et al. · Long Papers5 citations
  92. Where Do People Tell Stories Online? Story Detection Across Online Communities ↗Maria Antoniak, Joel Mire, Maarten Sap et al. · Long Papers5 citations
  93. Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ↗Xiang Luo, Zhiwen Tang, Jin Wang et al. · Long Papers5 citations
  94. mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ↗Huiyuan Lai, Malvina Nissim · Long Papers5 citations
  95. A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ↗Giovanni Monea, Maxime Peyrard, Martin Josifoski et al. · Long Papers4 citations
  96. A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ↗Hongjie Cai, Heqing Ma, Jianfei Yu et al. · Long Papers4 citations
  97. A synthetic data approach for domain generalization of NLI models ↗Mohammad Javad Hosseini, Andrey Petrov, Alex Fabrikant et al. · Long Papers4 citations
  98. ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ↗Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar et al. · Long Papers4 citations
  99. AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts ↗Daniel Braun, Florian Matthes · Long Papers4 citations
  100. ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews ↗Mike D'Arcy, Alexis Ross, Erin Bransom et al. · Long Papers4 citations

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