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

3,414 papers · page 23 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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2201. **[CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback ↗](https://aclanthology.org/2025.findings-emnlp.881/)**Yifan Wang, Shen Gao, Jiabao Fang et al.
2202. **[CHARPEVAL: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue ↗](https://aclanthology.org/2025.findings-acl.860/)**Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais et al.
2203. **[CIVET: Systematic Evaluation of Understanding in VLMs ↗](https://aclanthology.org/2025.findings-emnlp.239/)**Massimo Rizzoli, Simone Alghisi, Olha Khomyn et al.
2204. **[CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? ↗](https://aclanthology.org/2025.findings-emnlp.1185/)**Jiefu Ou, William Walden, Kate Sanders et al.
2205. **[CLEAR: A Comprehensive Linguistic Evaluation of Argument Rewriting by Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1065/)**Thomas Huber, Christina Niklaus
2206. **[CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering ↗](https://aclanthology.org/2025.findings-ijcnlp.93/)**Sher Badshah, Moamen Moustafa, Hassan Sajjad
2207. **[CLIX: Cross-Lingual Explanations of Idiomatic Expressions ↗](https://aclanthology.org/2025.findings-acl.233/)**Aaron Gluck, Katharina von der Wense, Maria Leonor Pacheco
2208. **[CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.97/)**Chaohao Lin, Kaida Wu, Peihao Xiang et al.
2209. **[CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla ↗](https://aclanthology.org/2025.findings-ijcnlp.135/)**Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain et al.
2210. **[CMT-Eval: A Novel Chinese Multi-turn Dialogue Evaluation Dataset Addressing Real-world Conversational Challenges ↗](https://aclanthology.org/2025.findings-emnlp.992/)**Siyu Tian, Kaijie Mo, Yupei Wang et al.
2211. **[CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels ↗](https://aclanthology.org/2025.findings-acl.421/)**Lingxiao Wei, He Yan, Lu Xiangju et al.
2212. **[COSMIC: Generalized Refusal Direction Identification in LLM Activations ↗](https://aclanthology.org/2025.findings-acl.1310/)**Vincent Siu, Nicholas Crispino, Zihao Yu et al.
2213. **[CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization ↗](https://aclanthology.org/2025.findings-emnlp.18/)**Jing Ye, Rui Wang, Yuchuan Wu et al.
2214. **[CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ↗](https://aclanthology.org/2025.findings-acl.1360/)**Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mostafa Rifat Tazwar et al.
2215. **[CURE: Controlled Unlearning for Robust Embeddings –- Mitigating Conceptual Shortcuts in Pre-Trained Language Models ↗](https://aclanthology.org/2025.findings-emnlp.771/)**Aysenur Kocak, Shuo Yang, Bardh Prenkaj et al.
2216. **[CaTER: A Framework for Context-aware Topology Entity Retrieval Contrastive Learning in End-to-End Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2025.findings-emnlp.624/)**Di Wu Hebeu, Zhizhi Yu
2217. **[Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching ↗](https://aclanthology.org/2025.findings-emnlp.1215/)**Seoyeon Kim, Huiseo Kim, Chanjun Park et al.
2218. **[Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation ↗](https://aclanthology.org/2025.findings-emnlp.1303/)**Wenkai Guo, Xuefeng Liu, Haolin Wang et al.
2219. **[Can Hallucination Correction Improve Video-Language Alignment? ↗](https://aclanthology.org/2025.findings-acl.1314/)**Lingjun Zhao, Mingyang Xie, Paola Cascante-Bonilla et al.
2220. **[Can Input Attributions Explain Inductive Reasoning in In-Context Learning? ↗](https://aclanthology.org/2025.findings-acl.1092/)**Mengyu Ye, Tatsuki Kuribayashi, Goro Kobayashi et al.
2221. **[Can LLMs Be Efficient Predictors of Conversational Derailment? ↗](https://aclanthology.org/2025.findings-emnlp.816/)**Kaustubh Olpadkar, Vikram Sunil Bajaj, Leslie Barrett
2222. **[Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition ↗](https://aclanthology.org/2025.findings-ijcnlp.106/)**Takumi Takahashi, Tomoki Taniguchi, Chencheng Zhu et al.
2223. **[Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities ↗](https://aclanthology.org/2025.findings-emnlp.702/)**Gayeon Jung, HyeonSeok Lim, Minjun Kim et al.
2224. **[Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ↗](https://aclanthology.org/2025.findings-acl.315/)**Jingbao Luo, Ming Liu, Ran Liu et al.
2225. **[Can Language Models Follow Multiple Turns of Entangled Instructions? ↗](https://aclanthology.org/2025.findings-emnlp.1387/)**Chi Han, Xin Liu, Haodong Wang et al.
2226. **[Can Language Models Serve as Analogy Annotators? ↗](https://aclanthology.org/2025.findings-acl.819/)**Xiaojing Zhang, Bochen Lyu
2227. **[Can Large Language Models Personalize Dialogues to Generational Styles? ↗](https://aclanthology.org/2025.findings-emnlp.5/)**Pier Felice Balestrucci, Ondrej Dusek, Luca Anselma et al.
2228. **[Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering ↗](https://aclanthology.org/2025.findings-emnlp.1232/)**Michal Štefánik, Timothee Mickus, Michal Spiegel et al.
2229. **[Can Role Vectors Affect LLM Behaviour? ↗](https://aclanthology.org/2025.findings-emnlp.963/)**Daniele Potertì, Andrea Seveso, Fabio Mercorio
2230. **[Can Vision Language Models Understand Mimed Actions? ↗](https://aclanthology.org/2025.findings-acl.1372/)**Hyundong Justin Cho, Spencer Lin, Tejas Srinivasan et al.
2231. **[Can We Edit LLMs for Long-Tail Biomedical Knowledge? ↗](https://aclanthology.org/2025.findings-emnlp.1399/)**Xinhao Yi, Jake Lever, Kevin Bryson et al.
2232. **[Can We Steer Reasoning Direction by Thinking Intervention? ↗](https://aclanthology.org/2025.findings-emnlp.209/)**Xingsheng Zhang, Luxi Xing, Chen Zhang et al.
2233. **[Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews ↗](https://aclanthology.org/2025.findings-ijcnlp.132/)**Shifali Agrahari, Sujit Kumar, Ranbir Singh Sanasam
2234. **[Can You Trick the Grader? Adversarial Persuasion of LLM Judges ↗](https://aclanthology.org/2025.findings-emnlp.790/)**Yerin Hwang, Dongryeol Lee, Taegwan Kang et al.
2235. **[Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model? ↗](https://aclanthology.org/2025.findings-ijcnlp.133/)**Sazia Tabasum Mim, Jack Morris, Manish Dhakal et al.
2236. **[Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs ↗](https://aclanthology.org/2025.findings-emnlp.604/)**Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi et al.
2237. **[Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ↗](https://aclanthology.org/2025.findings-acl.822/)**Yanggan Gu, Junzhuo Li, Sirui Huang et al.
2238. **[CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions ↗](https://aclanthology.org/2025.findings-naacl.102/)**Mourad Heddaya, Kyle MacMillan, Hongyuan Mei et al.
2239. **[Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ↗](https://aclanthology.org/2025.findings-acl.370/)**Jin Cui, Xinfeng Wang, Yoshimi Suzuki et al.
2240. **[CausalLink: An Interactive Evaluation Framework for Causal Reasoning ↗](https://aclanthology.org/2025.findings-acl.1147/)**Jinyue Feng, Frank Rudzicz
2241. **[CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks ↗](https://aclanthology.org/2025.findings-emnlp.777/)**Qi Chai, Zhang Zheng, Junlong Ren et al.
2242. **[Chain of Methodologies: Scaling Test Time Computation without Training ↗](https://aclanthology.org/2025.findings-acl.276/)**Cong Liu, Jie Wu, Weigang Wu et al.
2243. **[Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions ↗](https://aclanthology.org/2025.findings-emnlp.191/)**Jason Lucas, John Chen, Ali Al-Lawati et al.
2244. **[Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step ↗](https://aclanthology.org/2025.findings-naacl.140/)**Zezhong Wang, Xingshan Zeng, Weiwen Liu et al.
2245. **[CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents ↗](https://aclanthology.org/2025.findings-emnlp.323/)**Xuyan Yin, Xinran Yang, Zihao Li et al.
2246. **[ChartM$^3$: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension ↗](https://aclanthology.org/2025.findings-emnlp.701/)**Duo Xu, Hao Cheng, Xin Lin et al.
2247. **[Chasing Random: Instruction Selection Strategies Fail to Generalize ↗](https://aclanthology.org/2025.findings-naacl.103/)**Harshita Diddee, Daphne Ippolito
2248. **[Cheap Character Noise for OCR-Robust Multilingual Embeddings ↗](https://aclanthology.org/2025.findings-acl.609/)**Andrianos Michail, Juri Opitz, Yining Wang et al.
2249. **[ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.405/)**Kyungmin Kim, Youngbin Choi, Hyounghun Kim et al.
2250. **[Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba) ↗](https://aclanthology.org/2025.findings-acl.1122/)**Ruiqi He, Yushu He, Longju Bai et al.
2251. **[CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ↗](https://aclanthology.org/2025.findings-acl.309/)**Yu Li, Qizhi Pei, Mengyuan Sun et al.
2252. **[Claim-Guided Textual Backdoor Attack for Practical Applications ↗](https://aclanthology.org/2025.findings-naacl.64/)**Minkyoo Song, Hanna Kim, Jaehan Kim et al.
2253. **[ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation ↗](https://aclanthology.org/2025.findings-emnlp.658/)**Siying Zhou, Yiquan Wu, Hui Chen et al.
2254. **[ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ↗](https://aclanthology.org/2025.findings-acl.274/)**Hoang Pham, Thanh-Do Nguyen, Khac-Hoai Nam Bui
2255. **[Clarifying Underspecified Discourse Relations in Instructional Texts ↗](https://aclanthology.org/2025.findings-acl.633/)**Berfin Aktas, Michael Roth
2256. **[Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model ↗](https://aclanthology.org/2025.findings-naacl.133/)**Jiali Chen, Xusen Hei, Yuqi Xue et al.
2257. **[CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation ↗](https://aclanthology.org/2025.findings-acl.1121/)**Naihao Deng, Kapotaksha Das, Rada Mihalcea et al.
2258. **[ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ↗](https://aclanthology.org/2025.findings-acl.738/)**Quang Hieu Pham, Thuy Duong Nguyen, Tung Pham et al.
2259. **[CoEx – Co-evolving World-model and Exploration ↗](https://aclanthology.org/2025.findings-emnlp.1179/)**Minsoo Kim, Seung-won Hwang
2260. **[CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization ↗](https://aclanthology.org/2025.findings-naacl.57/)**Santosh T.Y.S.S, Youssef Farag, Matthias Grabmair
2261. **[CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events ↗](https://aclanthology.org/2025.findings-acl.992/)**Sai P Vallurupalli, Francis Ferraro
2262. **[CoRanking: Collaborative Ranking with Small and Large Ranking Agents ↗](https://aclanthology.org/2025.findings-emnlp.273/)**Wenhan Liu, Xinyu Ma, Yutao Zhu et al.
2263. **[CoTD-PO: Chain-of-Thought Distillation with Preference Optimization ↗](https://aclanthology.org/2025.findings-emnlp.1087/)**Lujie Niu, Haochen Sun, Fangkun Zhao et al.
2264. **[CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ↗](https://aclanthology.org/2025.findings-acl.651/)**Haochen Zhang, Tianyi Zhang, Junze Yin et al.
2265. **[Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging ↗](https://aclanthology.org/2025.findings-acl.912/)**Tengfei Wen, Xuanang Chen, Ben He et al.
2266. **[Code-Switching and Syntax: A Large-Scale Experiment ↗](https://aclanthology.org/2025.findings-acl.600/)**Igor Sterner, Simone Teufel
2267. **[CodeComplex: Dataset for Worst-Case Time Complexity Prediction ↗](https://aclanthology.org/2025.findings-emnlp.1069/)**SeungYeop Baik, Joonghyuk Hahn, Jungin Kim et al.
2268. **[CodeV: Issue Resolving with Visual Data ↗](https://aclanthology.org/2025.findings-acl.384/)**Linhao Zhang, Daoguang Zan, Quanshun Yang et al.
2269. **[CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1309/)**Zhuofan Chen, Jiyuan He, Yichi Zhang et al.
2270. **[CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1308/)**Xintong Wang, Jingheng Pan, Liang Ding et al.
2271. **[Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation ↗](https://aclanthology.org/2025.findings-emnlp.588/)**Qingsong Wang, Tao Wu, Wang Lin et al.
2272. **[CoinMath: Harnessing the Power of Coding Instruction for Math LLM ↗](https://aclanthology.org/2025.findings-acl.44/)**Chengwei Wei, Bin Wang, Jung-jae Kim et al.
2273. **[Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes ↗](https://aclanthology.org/2025.findings-emnlp.505/)**Tyler Loakman, William Thorne, Chenghua Lin
2274. **[Compositional Syntactico-SemBanking for English as a Second or Foreign Language ↗](https://aclanthology.org/2025.findings-acl.1252/)**Wenxi Li, Xihao Wang, Weiwei Sun
2275. **[Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages ↗](https://aclanthology.org/2025.findings-emnlp.684/)**Shohei Higashiyama, Masao Utiyama
2276. **[Compute Optimal Scaling of Skills: Knowledge vs Reasoning ↗](https://aclanthology.org/2025.findings-acl.688/)**Nicholas Roberts, Niladri S. Chatterji, Sharan Narang et al.
2277. **[ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ↗](https://aclanthology.org/2025.findings-acl.35/)**Liyu Zhang, Weiqi Wang, Tianqing Fang et al.
2278. **[ConShift: Sense-based Language Variation Analysis using Flexible Alignment ↗](https://aclanthology.org/2025.findings-naacl.9/)**Clare Arrington, Mauricio Gruppi, Sibel Adali
2279. **[Concise and Organized Perception Facilitates Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.193/)**Junjie Liu, Shaotian Yan, Chen Shen et al.
2280. **[ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models ↗](https://aclanthology.org/2025.findings-emnlp.927/)**Razvan-Gabriel Dumitru, Darius Peteleaza, Vikas Yadav et al.
2281. **[Conflicts in Texts: Data, Implications and Challenges ↗](https://aclanthology.org/2025.findings-emnlp.534/)**Siyi Liu, Dan Roth
2282. **[Conservative Bias in Large Language Models: Measuring Relation Predictions ↗](https://aclanthology.org/2025.findings-acl.973/)**Toyin Aguda, Erik Wilson, Allan Anzagira et al.
2283. **[Considering Length Diversity in Retrieval-Augmented Summarization ↗](https://aclanthology.org/2025.findings-naacl.134/)**Juseon-Do, Jaesung Hwang, Jingun Kwon et al.
2284. **[Consistent Discourse-level Temporal Relation Extraction Using Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1010/)**Yi Fan, Michael Strube
2285. **[Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks ↗](https://aclanthology.org/2025.findings-ijcnlp.119/)**Jinu Nyachhyon, Mridul Sharma, Prajwal Thapa et al.
2286. **[Consultant Decoding: Yet Another Synergistic Mechanism ↗](https://aclanthology.org/2025.findings-acl.797/)**Chuanghao Ding, Jiaping Wang, Ziqing Yang et al.
2287. **[Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables ↗](https://aclanthology.org/2025.findings-emnlp.1194/)**Ivaxi Sheth, Sahar Abdelnabi, Mario Fritz
2288. **[Context-Robust Knowledge Editing for Language Models ↗](https://aclanthology.org/2025.findings-acl.540/)**Haewon Park, Gyubin Choi, Minjun Kim et al.
2289. **[Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy ↗](https://aclanthology.org/2025.findings-naacl.276/)**Athiya Deviyani, Fernando Diaz
2290. **[Continuous Speech Tokenizer in Text To Speech ↗](https://aclanthology.org/2025.findings-naacl.184/)**Yixing Li, Ruobing Xie, Xingwu Sun et al.
2291. **[Contrastive Learning for Task-Independent SpeechLLM-Pretraining ↗](https://aclanthology.org/2025.findings-acl.445/)**Maike Züfle, Jan Niehues
2292. **[ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations ↗](https://aclanthology.org/2025.findings-emnlp.1385/)**Bowen Jiang, Yuan Yuan, Xinyi Bai et al.
2293. **[Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers ↗](https://aclanthology.org/2025.findings-emnlp.363/)**Yingyu Liang, Heshan Liu, Zhenmei Shi et al.
2294. **[Convolutional LoRA Aggregation for Unseen Tasks Adaptation ↗](https://aclanthology.org/2025.findings-emnlp.198/)**Xinhao Wu, Jialin Liu, Yutai Duan et al.
2295. **[Core: Robust Factual Precision with Informative Sub-Claim Identification ↗](https://aclanthology.org/2025.findings-acl.1018/)**Zhengping Jiang, Jingyu Zhang, Nathaniel Weir et al.
2296. **[Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation ↗](https://aclanthology.org/2025.findings-acl.145/)**Vera Neplenbroek, Arianna Bisazza, Raquel Fernández
2297. **[Cross-Prompt Encoder for Low-Performing Languages ↗](https://aclanthology.org/2025.findings-ijcnlp.144/)**Beso Mikaberidze, Temo Saghinadze, Simon Ostermann et al.
2298. **[CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement ↗](https://aclanthology.org/2025.findings-emnlp.151/)**Kunze Li, Yu Zhang
2299. **[CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field ↗](https://aclanthology.org/2025.findings-emnlp.461/)**Yifei Xu, Yingjie Zong, Wang Zhonghua et al.
2300. **[CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis ↗](https://aclanthology.org/2025.findings-emnlp.552/)**Xinyu Zhang, Pei Zhang, Shuang Luo et al.

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