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ACL 2025: all accepted papers

1,966 papers · page 12 of 20 · the most cited first · ← ACL 2025

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  1. Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ↗Shahrad Mohammadzadeh, Juan David Guerra, Marco Bonizzato et al. · Long Papers1 citation
  2. Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ↗Lorenzo Proietti, Stefano Perrella, Roberto Navigli · Short Papers1 citation
  3. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ↗Yichi Zhang, Zhuo Chen, Lingbing Guo et al. · Long Papers1 citation
  4. HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ↗Zhilin Wang, Jiaqi Zeng, Olivier Delalleau et al. · Long Papers1 citation
  5. HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ↗Fuwei Zhang, Xiaoyu Liu, Xinyu Jia et al. · Industry Track1 citation
  6. Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ↗Hans William Alexander Hanley, Zakir Durumeric · Long Papers1 citation
  7. HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation ↗Yuhan Chen, Ang Lv, Jian Luan et al. · Long Papers1 citation
  8. How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian ↗Andrea Pedrotti, Giulia Rambelli, Caterina Villani et al. · Long Papers1 citation
  9. Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback ↗Lester James Validad Miranda, Yizhong Wang, Yanai Elazar et al. · Long Papers1 citation
  10. INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages ↗Hao Yu, Jesujoba Oluwadara Alabi, Andiswa Bukula et al. · Long Papers1 citation
  11. IPO: Your Language Model is Secretly a Preference Classifier ↗Shivank Garg, Ayush Singh, Shweta Singh et al. · Long Papers1 citation
  12. IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ↗Aniketh Garikaparthi, Manasi Patwardhan, Lovekesh Vig et al. · System Demonstrations1 citation
  13. IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ↗Fengnan Li, Elliot D. Hill, Jiang Shu et al. · Long Papers1 citation
  14. ISR: Self-Refining Referring Expressions for Entity Grounding ↗Zhuocheng Yu, Bingchan Zhao, Yifan Song et al. · Long Papers1 citation
  15. Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ↗Huanhuan Wei, Xiao Luo, Hongyi Yu et al. · Long Papers1 citation
  16. Identifying Open Challenges in Language Identification ↗Rob van der Goot · Long Papers1 citation
  17. Identifying Reliable Evaluation Metrics for Scientific Text Revision ↗Leane Jourdan, Nicolas Hernandez, Florian Boudin et al. · Long Papers1 citation
  18. Improving Dialogue Discourse Parsing through Discourse-aware Utterance Clarification ↗Yaxin Fan, Peifeng Li, Qiaoming Zhu · Long Papers1 citation
  19. Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples ↗Haesung Pyun, Yoonah Park, Yohan Jo · Long Papers1 citation
  20. Improving Factuality with Explicit Working Memory ↗Mingda Chen, Yang Li, Karthik Padthe et al. · Long Papers1 citation
  21. Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ↗Adam Wiemerslage, Katharina von der Wense · Long Papers1 citation
  22. Improving Model Factuality with Fine-grained Critique-based Evaluator ↗Yiqing Xie, Wenxuan Zhou, Pradyot Prakash et al. · Long Papers1 citation
  23. Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ↗Sharan Maiya, Yinhong Liu, Ramit Debnath et al. · Long Papers1 citation
  24. In-the-wild Audio Spatialization with Flexible Text-guided Localization ↗Tianrui Pan, Jie Liu, Zewen Huang et al. · Long Papers1 citation
  25. InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ↗Dingdong Wang, Jin Xu, Ruihang Chu et al. · Long Papers1 citation
  26. Inducing lexicons of in-group language with socio-temporal context ↗Christine de Kock · Long Papers1 citation
  27. Inference Compute-Optimal Video Vision Language Models ↗Peiqi Wang, ShengYun Peng, Xuewen Zhang et al. · Long Papers1 citation
  28. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ↗Mingyu Derek Ma, Yanna Ding, Zijie Huang et al. · Long Papers1 citation
  29. Interlocking-free Selective Rationalization Through Genetic-based Learning ↗Federico Ruggeri, Gaetano Signorelli · Long Papers1 citation
  30. Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ↗Haoran Jin, Meng Li, Xiting Wang et al. · Long Papers1 citation
  31. Inverse Reinforcement Learning Meets Large Language Model Alignment ↗Mihaela van der Schaar, Hao Sun · Tutorial Abstracts1 citation
  32. Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ↗William Jurayj, Jeffrey Cheng, Benjamin Van Durme · Short Papers1 citation
  33. Is linguistically-motivated data augmentation worth it? ↗Ray Groshan, Michael Ginn, Alexis Palmer · Long Papers1 citation
  34. It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ↗Iuliia Zaitova, Badr M. Abdullah, Wei Xue et al. · Long Papers1 citation
  35. Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models ↗Muhammad Reza Qorib, Junyi Li, Hwee Tou Ng · Long Papers1 citation
  36. K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ↗Minkyeong Jeon, Hyemin Jeong, Yerang Kim et al. · Long Papers1 citation
  37. KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning ↗Peiqi Sui, Juan Diego Rodriguez, Philippe Laban et al. · Long Papers1 citation
  38. KatFishNet: Detecting LLM-Generated Korean Text through Linguistic Feature Analysis ↗Shinwoo Park, Shubin Kim, Do-Kyung Kim et al. · Long Papers1 citation
  39. Keys to Robust Edits: From Theoretical Insights to Practical Advances ↗Jianhao Yan, Futing Wang, Yun Luo et al. · Long Papers1 citation
  40. Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ↗Suvodip Dey, Yi-Jyun Sun, Gokhan Tur et al. · Long Papers1 citation
  41. LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering ↗Zhifan Ye, Zheng Wang, Kejing Xia et al. · Short Papers1 citation
  42. LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models ↗Yan Wang, Ling Ding, Tien N Nguyen et al. · Long Papers1 citation
  43. LLM$\times$MapReduce: Simplified Long-Sequence Processing using Large Language Models ↗Zihan Zhou, Chong Li, Xinyi Chen et al. · Long Papers1 citation
  44. LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ↗Bo Qu, Zhurong Wang, Daisuke Yagi et al. · Industry Track1 citation
  45. LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ↗Yusuke Hirota, Boyi Li, Ryo Hachiuma et al. · Industry Track1 citation
  46. LPOI: Listwise Preference Optimization for Vision Language Models ↗Fatemeh Pesaran Zadeh, Yoojin Oh, Gunhee Kim · Long Papers1 citation
  47. LSSF: Safety Alignment for Large Language Models through Low-Rank Safety Subspace Fusion ↗Guanghao Zhou, Panjia Qiu, Cen Chen et al. · Long Papers1 citation
  48. LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ↗Hugo Pitorro, Marcos Vinicius Treviso · Long Papers · 🏆 Outstanding Paper1 citation
  49. Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ↗Nayu Liu, Fanglong Yao, Haoran Luo et al. · Long Papers1 citation
  50. Language Fusion for Parameter-Efficient Cross-lingual Transfer ↗Philipp Borchert, Ivan Vulić, Marie-Francine Moens et al. · Long Papers1 citation
  51. Language Model Probabilities are $Not$ Calibrated in Numeric Contexts ↗Charles J. Lovering, Michael Krumdick, Viet Dac Lai et al. · Long Papers1 citation
  52. Large Language and Reasoning Models are Shallow Disjunctive Reasoners ↗Irtaza Khalid, Amir Masoud Nourollah, Steven Schockaert · Long Papers1 citation
  53. LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ↗Sukannya Purkayastha, Zhuang Li, Anne Lauscher et al. · Long Papers1 citation
  54. Learning First-Order Logic Rules for Argumentation Mining ↗Yang Sun, Guanrong Chen, Hamid Alinejad-Rokny et al. · Long Papers1 citation
  55. Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities ↗James C. Douglas, Yidong Gan, Ben Hachey et al. · Long Papers1 citation
  56. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ↗Xue Zhang, Yunlong Liang, Fandong Meng et al. · Long Papers1 citation
  57. LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ↗Santosh T.Y.S.S, Tuan-Quang Vuong · Long Papers1 citation
  58. Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ↗Zhange Zhang, Yuqing Ma, Yulong Wang et al. · Long Papers1 citation
  59. Lexical Recall or Logical Reasoning: Probing the Limits of Reasoning Abilities in Large Language Models ↗Henrike Beyer, Chris Reed · Long Papers1 citation
  60. Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation ↗Miyu Yamada, Yuki Arase · Student Research Workshop1 citation
  61. Literary Evidence Retrieval via Long-Context Language Models ↗Katherine Thai, Mohit Iyyer · Short Papers1 citation
  62. Live Football Commentary System Providing Background Information ↗Yuichiro Mori, Chikara Tanaka, Aru Maekawa et al. · System Demonstrations1 citation
  63. LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ↗Jin Jiang, Yuchen Yan, Yang Liu et al. · Long Papers1 citation
  64. Logical forms complement probability in understanding language model (and human) performance ↗Yixuan Wang, Freda Shi · Long Papers1 citation
  65. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ↗Zhiyuan Hu, Yuliang Liu, Jinman Zhao et al. · Long Papers1 citation
  66. M-RewardBench: Evaluating Reward Models in Multilingual Settings ↗Srishti Gureja, Lester James V. Miranda, Shayekh Bin Islam et al. · Long Papers1 citation
  67. M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ↗Junwoo Ha, Hyunjun Kim, Sangyoon Yu et al. · Long Papers1 citation
  68. MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition ↗Shanshan Liu, Noriki Nishida, Rumana Ferdous Munne et al. · Student Research Workshop1 citation
  69. MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ↗Savya Khosla, Aditi Tiwari, Kushal Kafle et al. · Long Papers1 citation
  70. MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ↗Yang Liu, Jiahuan Cao, Hiuyi Cheng et al. · Long Papers1 citation
  71. MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ↗Yingxu He, Zhuohan Liu, Geyu Lin et al. · System Demonstrations1 citation
  72. MEXMA: Token-level objectives improve sentence representations ↗João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari et al. · Long Papers1 citation
  73. MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ↗Jingxuan Zhang, Zhenhua Xu, Rui Hu et al. · Long Papers1 citation
  74. MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ↗Jiaying Gong, Hongda Shen, Janet Jenq · Industry Track1 citation
  75. MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization ↗Hang Chen, Chao-Han Huck Yang, Jia-Chen Gu et al. · Long Papers1 citation
  76. MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration ↗Zhitao He, Sandeep Polisetty, Zhiyuan Fan et al. · Long Papers1 citation
  77. MPO: Multilingual Safety Alignment via Reward Gap Optimization ↗Weixiang Zhao, Yulin Hu, Yang Deng et al. · Long Papers1 citation
  78. Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ↗Andong Chen, Yuchen Song, Kehai Chen et al. · Long Papers1 citation
  79. Map&Make: Schema Guided Text to Table Generation ↗Naman Ahuja, Fenil Bardoliya, Chitta Baral et al. · Long Papers1 citation
  80. Mapping 1,000+ Language Models via the Log-Likelihood Vector ↗Momose Oyama, Hiroaki Yamagiwa, Yusuke Takase et al. · Long Papers · 🏆 Outstanding Paper1 citation
  81. Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ↗Huifeng Yin, Yu Zhao, Minghao Wu et al. · Long Papers1 citation
  82. Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ↗Rahul Zalkikar, Kanchan Chandra · Long Papers1 citation
  83. Mergenetic: a Simple Evolutionary Model Merging Library ↗Adrian Robert Minut, Tommaso Mencattini, Andrea Santilli et al. · System Demonstrations1 citation
  84. Meta-Reflection: A Feedback-Free Reflection Learning Framework ↗Yaoke Wang, Yun Zhu, Xintong Bao et al. · Long Papers1 citation
  85. Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ↗Nan Huo, Jinyang Li, Bowen Qin et al. · Long Papers1 citation
  86. MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ↗Zhongzhan Huang, Guoming Ling, Shanshan Zhong et al. · Long Papers · 🏆 Outstanding Paper1 citation
  87. Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ↗Zhecheng Sheng, Xiruo Ding, Brian Hur et al. · Long Papers1 citation
  88. Mitigating Selection Bias with Node Pruning and Auxiliary Options ↗Hyeong Kyu Choi, Weijie Xu, Chi Xue et al. · Long Papers1 citation
  89. Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment ↗Zhili Liu, Yunhao Gou, Kai Chen et al. · Long Papers1 citation
  90. Mixtures of In-Context Learners ↗Giwon Hong, Emile Van Krieken, Edoardo Ponti et al. · Long Papers1 citation
  91. MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts ↗Wei Tao, Haocheng Lu, Xiaoyang Qu et al. · Long Papers1 citation
  92. Model Merging for Knowledge Editing ↗Zichuan Fu, Xian Wu, Guojing Li et al. · Industry Track1 citation
  93. Multi-Attribute Steering of Language Models via Targeted Intervention ↗Duy Nguyen, Archiki Prasad, Elias Stengel-Eskin et al. · Long Papers1 citation
  94. Multi-Facet Blending for Faceted Query-by-Example Retrieval ↗Heejin Do, Sangwon Ryu, Jonghwi Kim et al. · Long Papers1 citation
  95. Multi-Level Explanations for Generative Language Models ↗Lucas Monteiro Paes, Dennis Wei, Hyo Jin Do et al. · Long Papers1 citation
  96. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ↗Junlin Li, Guodong Du, Jing Li et al. · Long Papers1 citation
  97. Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ↗Yuanyuan Lei, Ruihong Huang · Long Papers1 citation
  98. Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ↗Huiyuan Lai, Esther Ploeger, Rik Van Noord et al. · Long Papers1 citation
  99. Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ↗Yijie Jin, Junjie Peng, Xuanchao Lin et al. · Long Papers1 citation
  100. Multiple LLM Agents Debate for Equitable Cultural Alignment ↗Dayeon Ki, Rachel Rudinger, Tianyi Zhou et al. · Long Papers1 citation

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