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Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 19 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. RTADev: Intention Aligned Multi-Agent Framework for Software Development ↗Jie Liu, Guohua Wang, Ronghui Yang et al.1 citation
  2. RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing ↗Ruihan Jin, Pengpeng Shao, Zhengqi Wen et al.1 citation
  3. Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ↗Sahil Mishra, Kumar Arjun, Tanmoy Chakraborty1 citation
  4. Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ↗Chiwei Zhu, Benfeng Xu, An Yang et al.1 citation
  5. ReAlign: Structured Revision for Small Language Model Alignment ↗Ruijun Chen, Jiajian Guo, Hongzhan Chen et al.1 citation
  6. ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization ↗Zhensheng Jin, Xinze Li, Yifan Ji et al.1 citation
  7. Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ↗Qiji Zhou, YiFan Gong, Guangsheng Bao et al.1 citation
  8. Recognizing Limits: Investigating Infeasibility in Large Language Models ↗Wenbo Zhang, Zihang Xu, Hengrui Cai1 citation
  9. RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ↗Seiji Shimizu, Ibrahim Baroud, Lisa Raithel et al.1 citation
  10. Rectifying Belief Space via Unlearning to Harness LLMs' Reasoning ↗Ayana Niwa, Masahiro Kaneko, Kentaro Inui1 citation
  11. Red Queen: Exposing Latent Multi-Turn Risks in Large Language Models ↗Yifan Jiang, Kriti Aggarwal, Tanmay Laud et al.1 citation
  12. RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ↗Hongliang Li, Jiaxin Zhang, Wenhui Liao et al.1 citation
  13. Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models ↗Liyang He, Chenglong Liu, Rui Li et al.1 citation
  14. Reinforcement Learning with Supervised Alignment ↗João Luís Lins, Jia Xu1 citation
  15. Reranking-based Generation for Unbiased Perspective Summarization ↗Narutatsu Ri, Nicholas Deas, Kathleen McKeown1 citation
  16. ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis ↗Zeao Tu, Xiangdi Meng, Yu He et al.1 citation
  17. Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing ↗Bhiman Kumar Baghel, Emma Jordan, Zheyuan Ryan Shi et al.1 citation
  18. Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ↗Binquan Ji, Haibo Luo, Yifei Lu et al.1 citation
  19. Rethink Rumor Detection in the Era of LLMs: A Review ↗Chang Yang, Peng Zhang, Jing Zhang et al.1 citation
  20. Rethinking DPO: The Role of Rejected Responses in Preference Misalignment ↗Jae Hyeon Cho, JunHyeok Oh, Myunsoo Kim et al.1 citation
  21. Rethinking Diverse Human Preference Learning through Principal Component Analysis ↗Feng Luo, Rui Yang, Hao Sun et al.1 citation
  22. Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty ↗Yu Feng, Phu Mon Htut, Zheng Qi et al.1 citation
  23. Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration ↗Donghee Han, Hwanjun Song, Mun Yong Yi1 citation
  24. Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark ↗Derin Ozer, Nicolas Gutowski, Benoit Da Mota et al.1 citation
  25. Rethinking Table Instruction Tuning ↗Naihao Deng, Rada Mihalcea1 citation
  26. Retrieval Augmented Generation based context discovery for ASR ↗Siskos Dimitrios, Stavros Papadopoulos, Pablo Peso Parada et al.1 citation
  27. Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ↗Jihoon Lee, Min Song1 citation
  28. RetrieverGuard: Empowering Information Retrieval to Combat LLM-Generated Misinformation ↗Chuwen Chen, Shuai Zhang1 citation
  29. Revealing and Mitigating the Local Pattern Shortcuts of Mamba ↗WangJie You, Zecheng Tang, Juntao Li et al.1 citation
  30. Revealing the Inherent Instructability of Pre-Trained Language Models ↗Seokhyun An, Minji Kim, Hyounghun Kim1 citation
  31. Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection ↗Debajyoti Mazumder, Aakash Kumar, Jasabanta Patro1 citation
  32. Revisiting Pruning vs Quantization for Small Language Models ↗Zihan Zhou, Simon Kurz, Zhixue Zhao1 citation
  33. Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ↗Yuting Huang, Chengyuan Liu, Yifeng Feng et al.1 citation
  34. Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation ↗Qingqing Hong, Dongyu Zhang, Jiayi Lin et al.1 citation
  35. Robust Preference Optimization via Dynamic Target Margins ↗Jie Sun, Junkang Wu, Jiancan Wu et al.1 citation
  36. Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer ↗Euntae Choi, Sumin Song, Woosang Lim et al.1 citation
  37. Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction ↗Yue Zuo, Yuxiao Fei, Wanting Ning et al.1 citation
  38. RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ↗Bihan Zhou, HaoPeng Ren, Li Yuan et al.1 citation
  39. Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments ↗Qingyu Lu, Liang Ding, Siyi Cao et al.1 citation
  40. S2LPP: Small-to-Large Prompt Prediction across LLMs ↗Liang Cheng, Tianyi Li, Zhaowei Wang et al.1 citation
  41. SEE: Continual Fine-tuning with Sequential Ensemble of Experts ↗Zhilin Wang, Yafu Li, Xiaoye Qu et al.1 citation
  42. SEKE: Specialised Experts for Keyword Extraction ↗Matej Martinc, Thi Hong Hanh Tran, Senja Pollak et al.1 citation
  43. SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification ↗Han Liu, Shuqin Li, Xiaotong Zhang et al.1 citation
  44. SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs ↗Xiaotong Xu, Yizhao Wang, Yunfei Liu et al.1 citation
  45. SLM-SQL: An Exploration of Small Language Models for Text-to-SQL ↗Lei Sheng, Xu Shuai Shuai1 citation
  46. SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning ↗Yuhao Zhang, Shaoming Duan, Jinhang Su et al.1 citation
  47. SPOT: Zero-Shot Semantic Parsing Over Property Graphs ↗Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez et al.1 citation
  48. STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning ↗Beibei Yu, Tao Shen, Ling Chen1 citation
  49. STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models ↗Geunyeong Jeong, Juoh Sun, Seonghee Lee et al.1 citation
  50. SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation ↗Rongwen Zhao, Jeffrey Flanigan1 citation
  51. SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast ↗Jiashi Lin, Changhong Jiang, Yixiao Wang et al.1 citation
  52. SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models ↗Bo Zhang, Cong Gao, Linkang Yang et al.1 citation
  53. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning ↗Junkai Chen, Zhijie Deng, Kening Zheng et al.1 citation
  54. SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs ↗Hongfei Xia, Hongru Wang, Zeming Liu et al.1 citation
  55. Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? ↗Yujin Choi, Youngjoo Park, Junyoung Byun et al.1 citation
  56. Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection ↗San Kim, Jonghwi Kim, Yejin Jeon et al.1 citation
  57. SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning ↗Yue Xin, Chen Shen, Shaotian Yan et al.1 citation
  58. Sample Efficient Alignment Learning With Episodic Control ↗Van Dai Do, Quan Hung Tran, Ahmed Kirmani et al.1 citation
  59. Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models ↗Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan et al.1 citation
  60. Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning ↗Zhuoyue Chen, Jihai Zhang, Ben Liu et al.1 citation
  61. Scaling Laws for Multilingual Language Models ↗Yifei He, Alon Benhaim, Barun Patra et al.1 citation
  62. Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ↗Jiabei Chen, Guang Liu, Shizhu He et al.1 citation
  63. Seeing Race, Feeling Bias: Emotion Stereotyping in Multimodal Language Models ↗Mahammed Kamruzzaman, Amanda Cercas Curry, Alba Cercas Curry et al.1 citation
  64. Select, Read, and Write: A Multi-Agent Framework of Full-Text-based Related Work Generation ↗Xiaochuan Liu, Ruihua Song, Xiting Wang et al.1 citation
  65. Self-Improvement in Multimodal Large Language Models: A Survey ↗Shijian Deng, Kai Wang, Tianyu Yang et al.1 citation
  66. Self-Training Large Language Models with Confident Reasoning ↗Hyosoon Jang, Yunhui Jang, Sungjae Lee et al.1 citation
  67. SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching ↗Xinye Zhao, Spyridon Mastorakis1 citation
  68. Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ↗Seungyoon Lee, Seongtae Hong, Hyeonseok Moon et al.1 citation
  69. Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores ↗William Soto Martinez, Yannick Parmentier, Claire Gardent1 citation
  70. Semantic Geometry of Sentence Embeddings ↗Matthieu Tehenan1 citation
  71. Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ↗Shuqi Liu, Han Wu, Bowei He et al.1 citation
  72. SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ↗Ting Xu, Zhichao Huang, Jiankai Sun et al.1 citation
  73. Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline ↗Zhenqi Ye, HaoPeng Ren, Yi Cai et al.1 citation
  74. Shadow-Activated Backdoor Attacks on Multimodal Large Language Models ↗Ziyi Yin, Muchao Ye, Yuanpu Cao et al.1 citation
  75. Signs of Struggle: Spotting Cognitive Distortions across Language and Register ↗Abhishek Kuber, Enrico Liscio, Ruixuan Zhang et al.1 citation
  76. SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context ↗Hairu Wang, Yuan Feng, Yukun Cao et al.1 citation
  77. SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing ↗Heng Zhao, Yifei Zhu1 citation
  78. Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ↗Romain Storaï, Jaeseong Lee, Seung-won Hwang1 citation
  79. SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models ↗Rui Qi, Zhibo Man, Yufeng Chen et al.1 citation
  80. Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment ↗Somnath Banerjee, Sayan Layek, Pratyush Chatterjee et al.1 citation
  81. Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents ↗Hanxu Hu, Jannis Vamvas, Rico Sennrich1 citation
  82. Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning ↗Yihong Tang, Ao Qu, Zhaokai Wang et al.1 citation
  83. Sparsifying Mamba ↗An Wang, Ruobing Xie, Shuaipeng Li et al.1 citation
  84. Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ↗Xuyuan Liu, Lei Hsiung, Yaoqing Yang et al.1 citation
  85. Speculative Decoding for Multi-Sample Inference ↗Yiwei Li, Jiayi Shi, Shaoxiong Feng et al.1 citation
  86. Spelling-out is not Straightforward: LLMs' Capability of Tokenization from Token to Characters ↗Tatsuya Hiraoka, Kentaro Inui1 citation
  87. Splintering Nonconcatenative Languages for Better Tokenization ↗Bar Gazit, Shaltiel Shmidman, Avi Shmidman et al.1 citation
  88. Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ↗Jisu Shin, Juhyun Oh, Eunsu Kim et al.1 citation
  89. StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs ↗Zhicheng Guo, Sijie Cheng, Yuchen Niu et al.1 citation
  90. Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments ↗Anya Belz, Simon Mille, Craig Thomson1 citation
  91. Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ↗Ahmed Elshabrawy, Thanh-Nhi Nguyen, Yeeun Kang et al.1 citation
  92. StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts ↗Dan Zhu, Tianqiao Liu, Zitao Liu1 citation
  93. SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models ↗Anushka Sivakumar, Andrew Zhang, Zaber Ibn Abdul Hakim et al.1 citation
  94. Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations ↗Hao Yang, Hongyuan Lu, Xinhua Zeng et al.1 citation
  95. Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ↗Andrea Pedrotti, Michele Papucci, Cristiano Ciaccio et al.1 citation
  96. Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ↗Lingwei Wei, Dou Hu, Wei Zhou et al.1 citation
  97. Structure-aware Propagation Generation with Large Language Models for Fake News Detection ↗Mengyang Chen, Lingwei Wei, Wei Zhou et al.1 citation
  98. Structured Discourse Representation for Factual Consistency Verification ↗Kun Zhang, Oana Balalau, Ioana Manolescu1 citation
  99. SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ↗Chenhao Ding, Jiangyang Li, SongLin Dong et al.1 citation
  100. Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification ↗Yifei Yuan, Jiatong Li, Weijia Zhang et al.1 citation

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