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

3,414 papers · page 32 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ↗Wenxiang Guo, Yu Zhang, Changhao Pan et al.
  2. STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ↗Jiaru Zou, Qing Wang, Pratyush Thakur et al.
  3. SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models ↗Jahyun Koo, Yerin Hwang, Yongil Kim et al.
  4. SafePersuasion: A Dataset, Taxonomy, and Baselines for Analysis of Rational Persuasion and Manipulation ↗Haein Kong, A M Muntasir Rahman, Ruixiang Tang et al.
  5. Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts ↗Ding Yu, Zhuo Liu, Hangfeng He
  6. SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity ↗Xiangyu Xi, Deyang Kong, Jian Yang et al.
  7. ScEdit: Script-based Assessment of Knowledge Editing ↗Xinye Li, Zunwen Zheng, Qian Zhang et al.
  8. Scaling LLMs' Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ↗Guiyang Hou, Wenqi Zhang, Zhe Zheng et al.
  9. SceneGram: Conceptualizing and Describing Tangrams in Scene Context ↗Simeon Junker, Sina Zarrieß
  10. ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts ↗Dongwon Noh, Donghyeok Koh, Junghun Yuk et al.
  11. Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ↗Ming Cheng, Jiaying Gong, Hoda Eldardiry
  12. SciCompanion: Graph-Grounded Reasoning for Structured Evaluation of Scientific Arguments ↗Joshua Alan Flashner, Adithya Kulkarni, Dawei Zhou
  13. SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models ↗Jun Rao, Yunjie Liao, Xuebo Liu et al.
  14. SecDecoding: Steerable Decoding for Safer LLM Generation ↗Jiayou Wang, Rundong Liu, Yue Hu et al.
  15. See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ↗Jihao Gu, Yingyao Wang, Pi Bu et al.
  16. Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies ↗Patricia Chiril, Trevor Spreadbury, Joeva Sean Rock et al.
  17. Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning ↗Nidhi Gupta, Qinghua Li
  18. Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ↗Dan Oneata, Desmond Elliott, Stella Frank
  19. Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering ↗Bolei He, Xinran He, Run Shao et al.
  20. Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ↗Jianfei Zhang, Bei Li, Jun Bai et al.
  21. Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ↗Zheng Chu, Huiming Fan, Jingchang Chen et al.
  22. Self-Ensemble: Mitigating Confidence Distortion for Large Language Models ↗Zicheng Xu, Guanchu Wang, Guangyao Zheng et al.
  23. Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ↗Mingzhe Li, Xin Lu, Yanyan Zhao
  24. Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ↗Hongru Wang, Deng Cai, Wanjun Zhong et al.
  25. Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ↗Hongji Yang, Yucheng Zhou, Wencheng Han et al.
  26. Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ↗Hao Xiang, Bowen Yu, Hongyu Lin et al.
  27. Self-Training Large Language Models for Tool-Use Without Demonstrations ↗Ne Luo, Aryo Pradipta Gema, Xuanli He et al.
  28. Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ↗Xiaoying Zhang, Baolin Peng, Ye Tian et al.
  29. Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios ↗Jingen Qu, Lijun Li, Bo Zhang et al.
  30. Self-attention-based Graph-of-Thought for Math Problem Solving ↗Ruiqiao Bai, Xue Han, Shuo Lei et al.
  31. Self-play through Computational Runtimes improves Chart Reasoning ↗Tautvydas Misiūnas, Hassan Mansoor, Jasper Uijlings et al.
  32. Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling ↗Florian Eichin, Carolin M. Schuster, Georg Groh et al.
  33. Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models ↗Qinhong Lin, Zhongliang Yang, Yuang Cai et al.
  34. Semantic Topology: a New Perspective for Communication Style Characterization ↗Barbara Scalvini, Alireza Mashaghi
  35. Semantic, Orthographic, and Phonological Biases in Humans' Wordle Gameplay ↗Jiadong Liang, Adam Kabbara, Jiaying Liu et al.
  36. Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration ↗Yangyang Zhao, Ben Niu, Yuxuan Tan et al.
  37. Semantics-aware prompting for translating NOtices To AirMen ↗Minal Nitin Dani, Aishwarya Maheswaran, Maunendra Sankar Desarkar
  38. Sentimental Image Generation for Aspect-based Sentiment Analysis ↗Xiaoyi Bao, Jinghang Gu, Zhongqing Wang et al.
  39. Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ↗Di Wu, Xin Lu, Yanyan Zhao et al.
  40. SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ↗Shanbao Qiao, Xuebing Liu, Akshat Gupta et al.
  41. SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents ↗Arjun T D, Anand Kumar Madasamy, Sheela Ramanna
  42. Sequence-level Large Language Model Training with Contrastive Preference Optimization ↗Zhili Feng, Dhananjay Ram, Cole Hawkins et al.
  43. Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents ↗Seyoung Song, Haneul Yoo, Jiho Jin et al.
  44. ShieldHead: Decoding-time Safeguard for Large Language Models ↗Zitao Xuan, Xiaofeng Mao, Da Chen et al.
  45. SiLQ: Simple Large Language Model Quantization-Aware Training ↗Steven K. Esser, Jeffrey L. McKinstry, Deepika Bablani et al.
  46. Sign2Vis: Automated Data Visualization from Sign Language ↗Yao Wan, Yang Wu, Zhen Li et al.
  47. SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone ↗Nishant Subramani, Alfredo Gomez, Mona T. Diab
  48. Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models ↗Yingqi Hu, Zhuo Zhang, Jingyuan Zhang et al.
  49. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis ↗Shuang Sun, Huatong Song, Yuhao Wang et al.
  50. SimulBench: Evaluating Language Models with Creative Simulation Tasks ↗Qi Jia, Xiang Yue, Tuney Zheng et al.
  51. Small Encoders Can Rival Large Decoders in Detecting Groundedness ↗Istabrak Abbes, Gabriele Prato, Quentin Fournier et al.
  52. Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ↗Alexey Tikhonov, Sergei Shteiner, Anna Bykova et al.
  53. Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory ↗Vrund Dobariya, Jatayu Baxi, Bhavika Gambhava et al.
  54. Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ↗Jiho Jin, Woosung Kang, Junho Myung et al.
  55. Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ↗Yang Hou, Zhenghua Li
  56. Sparse Rewards Can Self-Train Dialogue Agents ↗Barrett Martin Lattimer, Varun Prashant Gangal, Ryan McDonald et al.
  57. SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks ↗Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras et al.
  58. Sparsity May Be All You Need: Sparse Random Parameter Adaptation ↗Jesus Rios, Pierre Dognin, Ronny Luss et al.
  59. Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ↗Chi-Jane Chen, Yuhang Chen, Sukwon Yun et al.
  60. Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions ↗Haoran Wang, Kai Shu
  61. Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL ↗Xiaoying Song, Anirban Saha Anik, Dibakar Barua et al.
  62. Speculative Sampling via Exponential Races ↗Szymon Kobus, Deniz Gunduz
  63. Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection ModelsAhmad Aljanaidehour summary
  64. Spiral of Silence in Large Language Model Agents ↗Mingze Zhong, Meng Fang, Zijing Shi et al.
  65. Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati ↗Sanjay Booshanam, Kelly Chen, Ondrej Klejch et al.
  66. Spotlighter: Revisiting Prompt Tuning from a Representative Mining View ↗Yutong Gao, Maoyuan Shao, Xinyang Huang et al.
  67. Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training ↗Mengxiang Zhang, Lingyuan Liu
  68. Standardizing Heterogeneous Corpora with DUUR: A Dual Data- and Process-Oriented Approach to Enhancing NLP Pipeline Integration ↗Leon Hammerla, Alexander Mehler, Giuseppe Abrami
  69. Statistical inference on black-box generative models in the data kernel perspective space ↗Hayden Helm, Aranyak Acharyya, Youngser Park et al.
  70. Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation ↗Zhenglin Hua, Jinghan He, Zijun Yao et al.
  71. Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ↗Qingyu Ren, Jie Zeng, Qianyu He et al.
  72. StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering ↗Jaewook Lee, Dahyun Jung, Heuiseok Lim
  73. StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings ↗Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya
  74. Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy ↗Paramita Mirza, Lucas Weber, Fabian Küch
  75. Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ↗Yuanjie Lyu, Chao Zhang, Yuhao Chen et al.
  76. Stress-Testing the Reasoning Competence of Language Models With Formal Proofs ↗Konstantine Arkoudas, Serafim Batzoglou
  77. StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ↗Sirui Huang, Yanggan Gu, Zhonghao Li et al.
  78. StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents ↗Haiyu Zhao, Zhenyu Guo, Chunhong Zhang et al.
  79. Structural Patent Classification Using Label Hierarchy Optimization ↗Mengting Gui, Shufeng Hao, Chongyang Shi et al.
  80. Structure Trumps Size: Rethinking Data Quality for LLM Reasoning ↗Hu Xu, Zeyan Li, Rui Wang et al.
  81. Structured Pruning for Diverse Best-of-$N$ Reasoning Optimization ↗Hieu Trung Nguyen, Bao Nguyen, Viet Anh Nguyen
  82. SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation ↗Hanghai Hong, Yibo Xie, Jiawei Zheng et al.
  83. Supervised Optimism Correction: Be Confident When LLMs Are Sure ↗Junjie Zhang, Rushuai Yang, Shunyu Liu et al.
  84. Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ↗Elke Vandermeerschen, Miryam de Lhoneux
  85. Surprisal Dynamics for the Detection of Multi-Word Expressions in English ↗Diego Alves, Sergei Bagdasarov, Elke Teich
  86. Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs ↗Peng Yifeng, Zhizheng Wu, Chen Chen
  87. Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt ↗Qingcheng Zeng, Guanhong Liu, Zhaoqian Xue et al.
  88. SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ↗Xunzhu Tang, Jiechao Gao, Jin Xu et al.
  89. SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling ↗Xin Zhang, Qiyu Wei, Yingjie Zhu et al.
  90. Syntactic Control of Language Models by Posterior Inference ↗Vicky Xefteri, Tim Vieira, Ryan Cotterell et al.
  91. Synthetic Audio Helps for Cognitive State Tasks ↗Adil Soubki, John Murzaku, Peter Zeng et al.
  92. System Prompt Hijacking via Permutation Triggers in LLM Supply Chains ↗Lu Yan, Siyuan Cheng, Xuan Chen et al.
  93. Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ↗Khushboo Singh, Vasudha Varadarajan, Adithya V. Ganesan et al.
  94. Systematic Generalization in Language Models Scales with Information Entropy ↗Sondre Wold, Lucas Georges Gabriel Charpentier, Étienne Simon
  95. TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection ↗Manan Roy Choudhury, Anirudh Iyengar Kaniyar Narayana Iyengar, Shikhhar Siingh et al.
  96. THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction ↗Xin Zhang, Qiyu Wei, Yingjie Zhu et al.
  97. TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding ↗Kun Zhang, Liqiang Niu, Zhen Cao et al.
  98. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use ↗Junjie Ye, Yilong Wu, Sixian Li et al.
  99. TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? ↗Jiho Park, Jongyoon Song, Minjin Choi et al.
  100. TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation ↗Chengrui Huang, Shen Gao, Zhengliang Shi et al.

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