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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](https://md.research.elamur.ai/free/en/venues/findings/2025/)

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3101. **[STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ↗](https://aclanthology.org/2025.findings-acl.781/)**Wenxiang Guo, Yu Zhang, Changhao Pan et al.
3102. **[STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ↗](https://aclanthology.org/2025.findings-acl.429/)**Jiaru Zou, Qing Wang, Pratyush Thakur et al.
3103. **[SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.206/)**Jahyun Koo, Yerin Hwang, Yongil Kim et al.
3104. **[SafePersuasion: A Dataset, Taxonomy, and Baselines for Analysis of Rational Persuasion and Manipulation ↗](https://aclanthology.org/2025.findings-ijcnlp.65/)**Haein Kong, A M Muntasir Rahman, Ruixiang Tang et al.
3105. **[Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts ↗](https://aclanthology.org/2025.findings-acl.946/)**Ding Yu, Zhuo Liu, Hangfeng He
3106. **[SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity ↗](https://aclanthology.org/2025.findings-emnlp.741/)**Xiangyu Xi, Deyang Kong, Jian Yang et al.
3107. **[ScEdit: Script-based Assessment of Knowledge Editing ↗](https://aclanthology.org/2025.findings-acl.104/)**Xinye Li, Zunwen Zheng, Qian Zhang et al.
3108. **[Scaling LLMs' Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ↗](https://aclanthology.org/2025.findings-acl.162/)**Guiyang Hou, Wenqi Zhang, Zhe Zheng et al.
3109. **[SceneGram: Conceptualizing and Describing Tangrams in Scene Context ↗](https://aclanthology.org/2025.findings-acl.1229/)**Simeon Junker, Sina Zarrieß
3110. **[ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts ↗](https://aclanthology.org/2025.findings-emnlp.465/)**Dongwon Noh, Donghyeok Koh, Junghun Yuk et al.
3111. **[Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ↗](https://aclanthology.org/2025.findings-acl.953/)**Ming Cheng, Jiaying Gong, Hoda Eldardiry
3112. **[SciCompanion: Graph-Grounded Reasoning for Structured Evaluation of Scientific Arguments ↗](https://aclanthology.org/2025.findings-emnlp.1315/)**Joshua Alan Flashner, Adithya Kulkarni, Dawei Zhou
3113. **[SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.898/)**Jun Rao, Yunjie Liao, Xuebo Liu et al.
3114. **[SecDecoding: Steerable Decoding for Safer LLM Generation ↗](https://aclanthology.org/2025.findings-emnlp.1118/)**Jiayou Wang, Rundong Liu, Yue Hu et al.
3115. **[See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ↗](https://aclanthology.org/2025.findings-acl.844/)**Jihao Gu, Yingyao Wang, Pi Bu et al.
3116. **[Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies ↗](https://aclanthology.org/2025.findings-naacl.473/)**Patricia Chiril, Trevor Spreadbury, Joeva Sean Rock et al.
3117. **[Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning ↗](https://aclanthology.org/2025.findings-ijcnlp.84/)**Nidhi Gupta, Qinghua Li
3118. **[Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ↗](https://aclanthology.org/2025.findings-acl.1240/)**Dan Oneata, Desmond Elliott, Stella Frank
3119. **[Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering ↗](https://aclanthology.org/2025.findings-emnlp.565/)**Bolei He, Xinran He, Run Shao et al.
3120. **[Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ↗](https://aclanthology.org/2025.findings-acl.608/)**Jianfei Zhang, Bei Li, Jun Bai et al.
3121. **[Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ↗](https://aclanthology.org/2025.findings-acl.123/)**Zheng Chu, Huiming Fan, Jingchang Chen et al.
3122. **[Self-Ensemble: Mitigating Confidence Distortion for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.902/)**Zicheng Xu, Guanchu Wang, Guangyao Zheng et al.
3123. **[Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ↗](https://aclanthology.org/2025.findings-acl.380/)**Mingzhe Li, Xin Lu, Yanyan Zhao
3124. **[Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ↗](https://aclanthology.org/2025.findings-acl.291/)**Hongru Wang, Deng Cai, Wanjun Zhong et al.
3125. **[Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ↗](https://aclanthology.org/2025.findings-acl.383/)**Hongji Yang, Yucheng Zhou, Wencheng Han et al.
3126. **[Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ↗](https://aclanthology.org/2025.findings-acl.473/)**Hao Xiang, Bowen Yu, Hongyu Lin et al.
3127. **[Self-Training Large Language Models for Tool-Use Without Demonstrations ↗](https://aclanthology.org/2025.findings-naacl.69/)**Ne Luo, Aryo Pradipta Gema, Xuanli He et al.
3128. **[Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ↗](https://aclanthology.org/2025.findings-acl.297/)**Xiaoying Zhang, Baolin Peng, Ye Tian et al.
3129. **[Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios ↗](https://aclanthology.org/2025.findings-emnlp.912/)**Jingen Qu, Lijun Li, Bo Zhang et al.
3130. **[Self-attention-based Graph-of-Thought for Math Problem Solving ↗](https://aclanthology.org/2025.findings-acl.317/)**Ruiqiao Bai, Xue Han, Shuo Lei et al.
3131. **[Self-play through Computational Runtimes improves Chart Reasoning ↗](https://aclanthology.org/2025.findings-acl.559/)**Tautvydas Misiūnas, Hassan Mansoor, Jasper Uijlings et al.
3132. **[Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling ↗](https://aclanthology.org/2025.findings-emnlp.964/)**Florian Eichin, Carolin M. Schuster, Georg Groh et al.
3133. **[Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models ↗](https://aclanthology.org/2025.findings-emnlp.921/)**Qinhong Lin, Zhongliang Yang, Yuang Cai et al.
3134. **[Semantic Topology: a New Perspective for Communication Style Characterization ↗](https://aclanthology.org/2025.findings-acl.479/)**Barbara Scalvini, Alireza Mashaghi
3135. **[Semantic, Orthographic, and Phonological Biases in Humans' Wordle Gameplay ↗](https://aclanthology.org/2025.findings-ijcnlp.67/)**Jiadong Liang, Adam Kabbara, Jiaying Liu et al.
3136. **[Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration ↗](https://aclanthology.org/2025.findings-emnlp.968/)**Yangyang Zhao, Ben Niu, Yuxuan Tan et al.
3137. **[Semantics-aware prompting for translating NOtices To AirMen ↗](https://aclanthology.org/2025.findings-acl.1253/)**Minal Nitin Dani, Aishwarya Maheswaran, Maunendra Sankar Desarkar
3138. **[Sentimental Image Generation for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2025.findings-acl.210/)**Xiaoyi Bao, Jinghang Gu, Zhongqing Wang et al.
3139. **[Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ↗](https://aclanthology.org/2025.findings-acl.66/)**Di Wu, Xin Lu, Yanyan Zhao et al.
3140. **[SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ↗](https://aclanthology.org/2025.findings-acl.870/)**Shanbao Qiao, Xuebing Liu, Akshat Gupta et al.
3141. **[SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents ↗](https://aclanthology.org/2025.findings-ijcnlp.50/)**Arjun T D, Anand Kumar Madasamy, Sheela Ramanna
3142. **[Sequence-level Large Language Model Training with Contrastive Preference Optimization ↗](https://aclanthology.org/2025.findings-naacl.233/)**Zhili Feng, Dhananjay Ram, Cole Hawkins et al.
3143. **[Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents ↗](https://aclanthology.org/2025.findings-ijcnlp.98/)**Seyoung Song, Haneul Yoo, Jiho Jin et al.
3144. **[ShieldHead: Decoding-time Safeguard for Large Language Models ↗](https://aclanthology.org/2025.findings-acl.932/)**Zitao Xuan, Xiaofeng Mao, Da Chen et al.
3145. **[SiLQ: Simple Large Language Model Quantization-Aware Training ↗](https://aclanthology.org/2025.findings-ijcnlp.23/)**Steven K. Esser, Jeffrey L. McKinstry, Deepika Bablani et al.
3146. **[Sign2Vis: Automated Data Visualization from Sign Language ↗](https://aclanthology.org/2025.findings-acl.918/)**Yao Wan, Yang Wu, Zhen Li et al.
3147. **[SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone ↗](https://aclanthology.org/2025.findings-emnlp.711/)**Nishant Subramani, Alfredo Gomez, Mona T. Diab
3148. **[Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.113/)**Yingqi Hu, Zhuo Zhang, Jingyuan Zhang et al.
3149. **[SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis ↗](https://aclanthology.org/2025.findings-emnlp.739/)**Shuang Sun, Huatong Song, Yuhao Wang et al.
3150. **[SimulBench: Evaluating Language Models with Creative Simulation Tasks ↗](https://aclanthology.org/2025.findings-naacl.453/)**Qi Jia, Xiang Yue, Tuney Zheng et al.
3151. **[Small Encoders Can Rival Large Decoders in Detecting Groundedness ↗](https://aclanthology.org/2025.findings-acl.1134/)**Istabrak Abbes, Gabriele Prato, Quentin Fournier et al.
3152. **[Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ↗](https://aclanthology.org/2025.findings-acl.934/)**Alexey Tikhonov, Sergei Shteiner, Anna Bykova et al.
3153. **[Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory ↗](https://aclanthology.org/2025.findings-ijcnlp.28/)**Vrund Dobariya, Jatayu Baxi, Bhavika Gambhava et al.
3154. **[Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ↗](https://aclanthology.org/2025.findings-acl.585/)**Jiho Jin, Woosung Kang, Junho Myung et al.
3155. **[Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ↗](https://aclanthology.org/2025.findings-acl.557/)**Yang Hou, Zhenghua Li
3156. **[Sparse Rewards Can Self-Train Dialogue Agents ↗](https://aclanthology.org/2025.findings-acl.1302/)**Barrett Martin Lattimer, Varun Prashant Gangal, Ryan McDonald et al.
3157. **[SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks ↗](https://aclanthology.org/2025.findings-emnlp.1389/)**Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras et al.
3158. **[Sparsity May Be All You Need: Sparse Random Parameter Adaptation ↗](https://aclanthology.org/2025.findings-emnlp.1013/)**Jesus Rios, Pierre Dognin, Ronny Luss et al.
3159. **[Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ↗](https://aclanthology.org/2025.findings-acl.685/)**Chi-Jane Chen, Yuhang Chen, Sukwon Yun et al.
3160. **[Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions ↗](https://aclanthology.org/2025.findings-ijcnlp.121/)**Haoran Wang, Kai Shu
3161. **[Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL ↗](https://aclanthology.org/2025.findings-emnlp.153/)**Xiaoying Song, Anirban Saha Anik, Dibakar Barua et al.
3162. **[Speculative Sampling via Exponential Races ↗](https://aclanthology.org/2025.findings-acl.936/)**Szymon Kobus, Deniz Gunduz
3163. **[Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection Models](https://md.research.elamur.ai/free/en/papers/aljanaideh-2025-speech-act-patterns-improving-generalizability/)**Ahmad Aljanaideh*our summary*
3164. **[Spiral of Silence in Large Language Model Agents ↗](https://aclanthology.org/2025.findings-emnlp.1262/)**Mingze Zhong, Meng Fang, Zijing Shi et al.
3165. **[Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati ↗](https://aclanthology.org/2025.findings-emnlp.1224/)**Sanjay Booshanam, Kelly Chen, Ondrej Klejch et al.
3166. **[Spotlighter: Revisiting Prompt Tuning from a Representative Mining View ↗](https://aclanthology.org/2025.findings-emnlp.392/)**Yutong Gao, Maoyuan Shao, Xinyang Huang et al.
3167. **[Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training ↗](https://aclanthology.org/2025.findings-emnlp.451/)**Mengxiang Zhang, Lingyuan Liu
3168. **[Standardizing Heterogeneous Corpora with DUUR: A Dual Data- and Process-Oriented Approach to Enhancing NLP Pipeline Integration ↗](https://aclanthology.org/2025.findings-ijcnlp.87/)**Leon Hammerla, Alexander Mehler, Giuseppe Abrami
3169. **[Statistical inference on black-box generative models in the data kernel perspective space ↗](https://aclanthology.org/2025.findings-acl.204/)**Hayden Helm, Aranyak Acharyya, Youngser Park et al.
3170. **[Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation ↗](https://aclanthology.org/2025.findings-emnlp.572/)**Zhenglin Hua, Jinghan He, Zijun Yao et al.
3171. **[Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1004/)**Qingyu Ren, Jie Zeng, Qianyu He et al.
3172. **[StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering ↗](https://aclanthology.org/2025.findings-emnlp.409/)**Jaewook Lee, Dahyun Jung, Heuiseok Lim
3173. **[StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings ↗](https://aclanthology.org/2025.findings-emnlp.216/)**Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya
3174. **[Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy ↗](https://aclanthology.org/2025.findings-emnlp.1086/)**Paramita Mirza, Lucas Weber, Fabian Küch
3175. **[Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ↗](https://aclanthology.org/2025.findings-acl.330/)**Yuanjie Lyu, Chao Zhang, Yuhao Chen et al.
3176. **[Stress-Testing the Reasoning Competence of Language Models With Formal Proofs ↗](https://aclanthology.org/2025.findings-emnlp.661/)**Konstantine Arkoudas, Serafim Batzoglou
3177. **[StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ↗](https://aclanthology.org/2025.findings-acl.391/)**Sirui Huang, Yanggan Gu, Zhonghao Li et al.
3178. **[StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents ↗](https://aclanthology.org/2025.findings-emnlp.1331/)**Haiyu Zhao, Zhenyu Guo, Chunhong Zhang et al.
3179. **[Structural Patent Classification Using Label Hierarchy Optimization ↗](https://aclanthology.org/2025.findings-emnlp.7/)**Mengting Gui, Shufeng Hao, Chongyang Shi et al.
3180. **[Structure Trumps Size: Rethinking Data Quality for LLM Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.616/)**Hu Xu, Zeyan Li, Rui Wang et al.
3181. **[Structured Pruning for Diverse Best-of-$N$ Reasoning Optimization ↗](https://aclanthology.org/2025.findings-acl.1225/)**Hieu Trung Nguyen, Bao Nguyen, Viet Anh Nguyen
3182. **[SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation ↗](https://aclanthology.org/2025.findings-emnlp.782/)**Hanghai Hong, Yibo Xie, Jiawei Zheng et al.
3183. **[Supervised Optimism Correction: Be Confident When LLMs Are Sure ↗](https://aclanthology.org/2025.findings-acl.463/)**Junjie Zhang, Rushuai Yang, Shunyu Liu et al.
3184. **[Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ↗](https://aclanthology.org/2025.findings-acl.499/)**Elke Vandermeerschen, Miryam de Lhoneux
3185. **[Surprisal Dynamics for the Detection of Multi-Word Expressions in English ↗](https://aclanthology.org/2025.findings-ijcnlp.72/)**Diego Alves, Sergei Bagdasarov, Elke Teich
3186. **[Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs ↗](https://aclanthology.org/2025.findings-ijcnlp.3/)**Peng Yifeng, Zhizheng Wu, Chen Chen
3187. **[Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt ↗](https://aclanthology.org/2025.findings-ijcnlp.4/)**Qingcheng Zeng, Guanhong Liu, Zhaoqian Xue et al.
3188. **[SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ↗](https://aclanthology.org/2025.findings-acl.252/)**Xunzhu Tang, Jiechao Gao, Jin Xu et al.
3189. **[SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling ↗](https://aclanthology.org/2025.findings-acl.840/)**Xin Zhang, Qiyu Wei, Yingjie Zhu et al.
3190. **[Syntactic Control of Language Models by Posterior Inference ↗](https://aclanthology.org/2025.findings-acl.1300/)**Vicky Xefteri, Tim Vieira, Ryan Cotterell et al.
3191. **[Synthetic Audio Helps for Cognitive State Tasks ↗](https://aclanthology.org/2025.findings-naacl.92/)**Adil Soubki, John Murzaku, Peter Zeng et al.
3192. **[System Prompt Hijacking via Permutation Triggers in LLM Supply Chains ↗](https://aclanthology.org/2025.findings-acl.229/)**Lu Yan, Siyuan Cheng, Xuan Chen et al.
3193. **[Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ↗](https://aclanthology.org/2025.findings-acl.971/)**Khushboo Singh, Vasudha Varadarajan, Adithya V. Ganesan et al.
3194. **[Systematic Generalization in Language Models Scales with Information Entropy ↗](https://aclanthology.org/2025.findings-acl.90/)**Sondre Wold, Lucas Georges Gabriel Charpentier, Étienne Simon
3195. **[TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection ↗](https://aclanthology.org/2025.findings-emnlp.1189/)**Manan Roy Choudhury, Anirudh Iyengar Kaniyar Narayana Iyengar, Shikhhar Siingh et al.
3196. **[THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction ↗](https://aclanthology.org/2025.findings-emnlp.48/)**Xin Zhang, Qiyu Wei, Yingjie Zhu et al.
3197. **[TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding ↗](https://aclanthology.org/2025.findings-emnlp.1318/)**Kun Zhang, Liqiang Niu, Zhen Cao et al.
3198. **[TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use ↗](https://aclanthology.org/2025.findings-emnlp.15/)**Junjie Ye, Yilong Wu, Sixian Li et al.
3199. **[TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? ↗](https://aclanthology.org/2025.findings-emnlp.776/)**Jiho Park, Jongyoon Song, Minjin Choi et al.
3200. **[TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation ↗](https://aclanthology.org/2025.findings-emnlp.882/)**Chengrui Huang, Shen Gao, Zhengliang Shi et al.

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