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

3,414 papers · page 33 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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3201. **[Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack ↗](https://aclanthology.org/2025.findings-emnlp.283/)**Sagiv Antebi, Edan Habler, Asaf Shabtai et al.
3202. **[Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection ↗](https://aclanthology.org/2025.findings-acl.409/)**Yixuan Wang, Shiqi Zhou, Chuanzhe Guo et al.
3203. **[TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain ↗](https://aclanthology.org/2025.findings-emnlp.288/)**Zhenpeng Gao, Xiaofen Xing, Xiangmin Xu
3204. **[Talking Point based Ideological Discourse Analysis in News Events ↗](https://aclanthology.org/2025.findings-acl.32/)**Nishanth Sridhar Nakshatri, Nikhil Mehta, Siyi Liu et al.
3205. **[Task Calibration: Calibrating Large Language Models on Inference Tasks ↗](https://aclanthology.org/2025.findings-acl.362/)**Yingjie Li, Yun Luo, Xiaotian Xie et al.
3206. **[Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ↗](https://aclanthology.org/2025.findings-acl.780/)**Yukun Zhao, Lingyong Yan, Zhenyang Li et al.
3207. **[Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ↗](https://aclanthology.org/2025.findings-acl.113/)**Andrei Jarca, Florinel Alin Croitoru, Radu Tudor Ionescu
3208. **[Task-wrapped Continual Learning in Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2025.findings-naacl.174/)**Min Zeng, Haiqin Yang, Xi Chen et al.
3209. **[TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context ↗](https://aclanthology.org/2025.findings-ijcnlp.57/)**Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra et al.
3210. **[TeCoFeS: Text Column Featurization using Semantic Analysis ↗](https://aclanthology.org/2025.findings-naacl.392/)**Ananya Singha, Mukul Singh, Ashish Tiwari et al.
3211. **[Teaching Language Models To Gather Information Proactively ↗](https://aclanthology.org/2025.findings-emnlp.843/)**Tenghao Huang, Sihao Chen, Muhao Chen et al.
3212. **[Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement ↗](https://aclanthology.org/2025.findings-ijcnlp.24/)**Harshil Vejendla
3213. **[Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ↗](https://aclanthology.org/2025.findings-acl.311/)**Wenhao Liu, Siyu An, Junru Lu et al.
3214. **[Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection ↗](https://aclanthology.org/2025.findings-naacl.470/)**Myrthe Reuver, Indira Sen, Matteo Melis et al.
3215. **[Temporal Alignment of Time Sensitive Facts with Activation Engineering ↗](https://aclanthology.org/2025.findings-emnlp.404/)**Sanjay Govindan, Maurice Pagnucco, Yang Song
3216. **[Test-Time Steering for Lossless Text Compression via Weighted Product of Experts ↗](https://aclanthology.org/2025.findings-emnlp.110/)**Qihang Zhang, Muchen Li, Ziao Wang et al.
3217. **[TestAgent: An Adaptive and Intelligent Expert for Human Assessment ↗](https://aclanthology.org/2025.findings-acl.40/)**Junhao Yu, Yan Zhuang, Yuxuan Sun et al.
3218. **[Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors ↗](https://aclanthology.org/2025.findings-naacl.44/)**Mayank Nagda, Phil Ostheimer, Sophie Fellenz
3219. **[Text-centric Alignment for Bridging Test-time Unseen Modality ↗](https://aclanthology.org/2025.findings-emnlp.206/)**Yun-Da Tsai, Ting-Yu Yen, Pei-Fu Guo et al.
3220. **[Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses ↗](https://aclanthology.org/2025.findings-naacl.178/)**Samuel Cahyawijaya, Ruochen Zhang, Jan Christian Blaise Cruz et al.
3221. **[The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification ↗](https://aclanthology.org/2025.findings-ijcnlp.109/)**Harshita Narnoli, Mihai Surdeanu
3222. **[The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ↗](https://aclanthology.org/2025.findings-acl.931/)**Benedikt Ebing, Goran Glavaš
3223. **[The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation ↗](https://aclanthology.org/2025.findings-emnlp.224/)**David Stap, Christof Monz
3224. **[The Effectiveness of Uncased Tokeniziaion for Clinical Notes ↗](https://aclanthology.org/2025.findings-acl.775/)**Cory Paik, Katharina von der Wense
3225. **[The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing ↗](https://aclanthology.org/2025.findings-acl.1044/)**Xinwei Guo, Jiashi Gao, Junlei Zhou et al.
3226. **[The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads ↗](https://aclanthology.org/2025.findings-emnlp.344/)**Aysan Aghazadeh, Adriana Kovashka
3227. **[The Feasibility of Topic-Based Watermarking on Academic Peer Reviews ↗](https://aclanthology.org/2025.findings-ijcnlp.36/)**Alexander Nemecek, Yuzhou Jiang, Erman Ayday
3228. **[The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers ↗](https://aclanthology.org/2025.findings-emnlp.316/)**Andreas Guta, Frithjof Petrick, Peter Polák
3229. **[The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations ↗](https://aclanthology.org/2025.findings-acl.969/)**Portia Cooper, Eduardo Blanco, Mihai Surdeanu
3230. **[The Linguistic Connectivities Within Large Language Models ↗](https://aclanthology.org/2025.findings-acl.456/)**Dan Wang, Boxi Cao, Ning Bian et al.
3231. **[The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification ↗](https://aclanthology.org/2025.findings-acl.1335/)**Abraham Israeli, Shuai Liu, Jonathan May et al.
3232. **[The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization ↗](https://aclanthology.org/2025.findings-emnlp.1040/)**Mong Yuan Sim, Wei Emma Zhang, Xiang Dai et al.
3233. **[The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.166/)**Ikhyun Cho, Changyeon Park, Julia Hockenmaier
3234. **[The Progress Illusion: Revisiting meta-evaluation standards of LLM evaluators ↗](https://aclanthology.org/2025.findings-emnlp.1036/)**Tianruo Rose Xu, Vedant Gaur, Liu Leqi et al.
3235. **[The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ↗](https://aclanthology.org/2025.findings-acl.1111/)**Yihuai Hong, Meng Cao, Dian Zhou et al.
3236. **[The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ↗](https://aclanthology.org/2025.findings-acl.13/)**Bingxiang He, Ning Ding, Cheng Qian et al.
3237. **[The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1104/)**Xinyi Liu, Weiguang Wang, Hangfeng He
3238. **[The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications ↗](https://aclanthology.org/2025.findings-emnlp.748/)**Garima Gaur, Oana Balalau, Ioana Manolescu et al.
3239. **[The Threat of PROMPTS in Large Language Models: A System and User Prompt Perspective ↗](https://aclanthology.org/2025.findings-acl.675/)**Zixuan Xia, Haifeng Sun, Jingyu Wang et al.
3240. **[The “r” in “woman” stands for rights. Auditing LLMs in Uncovering Social Dynamics in Implicit Misogyny ↗](https://aclanthology.org/2025.findings-emnlp.292/)**Arianna Muti, Chris Emmery, Debora Nozza et al.
3241. **[There's No Such Thing as Simple Reasoning for LLMs ↗](https://aclanthology.org/2025.findings-acl.232/)**Nurul Fajrin Ariyani, Zied Bouraoui, Richard Booth et al.
3242. **[Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality ↗](https://aclanthology.org/2025.findings-acl.432/)**Yimiao Qiu, Yang Deng, Quanming Yao et al.
3243. **[Think Clearly: Improving Reasoning via Redundant Token Pruning ↗](https://aclanthology.org/2025.findings-emnlp.1169/)**Daewon Choi, Jimin Lee, Jihoon Tack et al.
3244. **[ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement ↗](https://aclanthology.org/2025.findings-emnlp.177/)**Shan Yang, Kun Wu, Zeju Li et al.
3245. **[Thinking Before You Speak: A Proactive Test-time Scaling Approach ↗](https://aclanthology.org/2025.findings-emnlp.1341/)**Cong Liu, Wenchang Chai, Hejun Wu et al.
3246. **[Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1288/)**Simin Hong, Jun Sun, Hongyang Chen
3247. **[This is not a Disimprovement: Improving Negation Reasoning in Large Language Models via Prompt Engineering ↗](https://aclanthology.org/2025.findings-emnlp.761/)**Joshua Jose Dias Barreto, Abhik Jana
3248. **[TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ↗](https://aclanthology.org/2025.findings-acl.1129/)**Han Ren, Minna Peng
3249. **[Time Course MechInterp: Analyzing the Evolution of Components and Knowledge in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.654/)**Ahmad Dawar Hakimi, Ali Modarressi, Philipp Wicke et al.
3250. **[Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games ↗](https://aclanthology.org/2025.findings-emnlp.608/)**Niv Eckhaus, Uri Berger, Gabriel Stanovsky
3251. **[To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs ↗](https://aclanthology.org/2025.findings-ijcnlp.95/)**Saurabh Kumar Pandey, Sougata Saha, Monojit Choudhury
3252. **[ToVo: Toxicity Taxonomy via Voting ↗](https://aclanthology.org/2025.findings-naacl.11/)**Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan et al.
3253. **[Token Knowledge: A New Perspective For Knowledge in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.418/)**Jieyong Wang, Chunyao Song, Tingjian Ge
3254. **[Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition ↗](https://aclanthology.org/2025.findings-emnlp.827/)**Elena Merdjanovska, Alan Akbik
3255. **[Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation ↗](https://aclanthology.org/2025.findings-acl.823/)**Zihao Li, Xuekong Xu, Ziyao Chen et al.
3256. **[Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? ↗](https://aclanthology.org/2025.findings-naacl.98/)**Crystina Zhang, Jing Lu, Vinh Q. Tran et al.
3257. **[Tooka-SBERT: Lightweight Sentence Embedding models for Persian ↗](https://aclanthology.org/2025.findings-ijcnlp.147/)**Ghazal Zamaninejad, MohammadAli SadraeiJavaheri, Farnaz Aghababaloo et al.
3258. **[Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch ↗](https://aclanthology.org/2025.findings-emnlp.485/)**Yirong Zeng, Xiao Ding, Yutai Hou et al.
3259. **[Tool learning via Inference-time Scaling and Cycle Verifier ↗](https://aclanthology.org/2025.findings-acl.1266/)**Xiaobo Liang, Wenjin Xie, Juntao Li et al.
3260. **[ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks ↗](https://aclanthology.org/2025.findings-acl.811/)**Zijing Zhang, Zhanpeng Chen, He Zhu et al.
3261. **[ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions ↗](https://aclanthology.org/2025.findings-emnlp.1344/)**Beong-woo Kwak, Minju Kim, Dongha Lim et al.
3262. **[Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization ↗](https://aclanthology.org/2025.findings-emnlp.30/)**Yunyue Su, Zhang Jinshuai, Bowen Fang et al.
3263. **[TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.1217/)**Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
3264. **[Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization ↗](https://aclanthology.org/2025.findings-emnlp.662/)**Chuyuan Li, Austin Xu, Shafiq Joty et al.
3265. **[Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.134/)**Prommy Sultana Hossain, Chahat Raj, Ziwei Zhu et al.
3266. **[Toward Optimal LLM Alignments Using Two-Player Games ↗](https://aclanthology.org/2025.findings-emnlp.6/)**Rui Zheng, Hongyi Guo, Zhihan Liu et al.
3267. **[Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ↗](https://aclanthology.org/2025.findings-acl.1224/)**Jiawei Gu, Ziting Xian, Yuanzhen Xie et al.
3268. **[Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation ↗](https://aclanthology.org/2025.findings-emnlp.1337/)**Aina Garí Soler, Matthieu Labeau, Chloé Clavel
3269. **[Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning ↗](https://aclanthology.org/2025.findings-acl.397/)**Bofei Gao, Yejie Wang, Yibo Miao et al.
3270. **[Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1114/)**Wenqing Wang, Mingqi Gao, Xinyu Hu et al.
3271. **[Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning ↗](https://aclanthology.org/2025.findings-ijcnlp.37/)**Girish, Mohd Mujtaba Akhtar, Farhan Sheth et al.
3272. **[Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments ↗](https://aclanthology.org/2025.findings-acl.817/)**Patomporn Payoungkhamdee, Pume Tuchinda, Jinheon Baek et al.
3273. **[Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales ↗](https://aclanthology.org/2025.findings-emnlp.413/)**JianZhi Yan, Le Liu, Youcheng Pan et al.
3274. **[Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback ↗](https://aclanthology.org/2025.findings-emnlp.1106/)**Chu Fei Luo, Samuel Dahan, Xiaodan Zhu
3275. **[Towards More Efficient Post-training via Fourier Domain Adapter Framework ↗](https://aclanthology.org/2025.findings-emnlp.328/)**Yijia Fan, Jusheng Zhang, Keze Wang
3276. **[Towards Multimodal Question Answering in Educational Domain ↗](https://aclanthology.org/2025.findings-ijcnlp.101/)**Himanshu Wadhwa, T Karthikeyan, Mausam et al.
3277. **[Towards Reliable Large Audio Language Model ↗](https://aclanthology.org/2025.findings-acl.56/)**Ziyang Ma, Xiquan Li, Yakun Song et al.
3278. **[Towards Reverse Engineering of Language Models: A Survey ↗](https://aclanthology.org/2025.findings-emnlp.395/)**Xinpeng Ti, Wentao Ye, Zhifang Zhang et al.
3279. **[Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement ↗](https://aclanthology.org/2025.findings-emnlp.442/)**Mengting Hu, Jianfeng Wu, Ming Jiang et al.
3280. **[Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ↗](https://aclanthology.org/2025.findings-acl.1166/)**Tharindu Kumarage, Ninareh Mehrabi, Anil Ramakrishna et al.
3281. **[Tracing Multilingual Factual Knowledge Acquisition in Pretraining ↗](https://aclanthology.org/2025.findings-emnlp.113/)**Yihong Liu, Mingyang Wang, Amir Hossein Kargaran et al.
3282. **[Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.931/)**Xiaofan Zheng, Huixuan Zhang, Xiaojun Wan
3283. **[Tracr-Injection: Distilling Algorithms into Pre-trained Language Models ↗](https://aclanthology.org/2025.findings-acl.146/)**Tomás Vergara Browne, Alvaro Soto
3284. **[Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2025.findings-emnlp.355/)**Xinmeng Hou, Lingyue Fu, Chenhao Meng et al.
3285. **[Train a Unified Multimodal Data Quality Classifier with Synthetic Data ↗](https://aclanthology.org/2025.findings-emnlp.104/)**Weizhi Wang, Rongmei Lin, Shiyang Li et al.
3286. **[Training Bilingual LMs with Data Constraints in the Targeted Language ↗](https://aclanthology.org/2025.findings-acl.977/)**Skyler Seto, Maartje Ter Hoeve, Richard He Bai et al.
3287. **[Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions ↗](https://aclanthology.org/2025.findings-emnlp.463/)**Yue Qiu, Yujan Ting, Pei Dong et al.
3288. **[Training Text-to-Molecule Models with Context-Aware Tokenization ↗](https://aclanthology.org/2025.findings-emnlp.1221/)**Seojin Kim, Hyeontae Song, Jaehyun Nam et al.
3289. **[Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding ↗](https://aclanthology.org/2025.findings-emnlp.784/)**Taowen Liu, Marta Andronic, Deniz Gunduz et al.
3290. **[TransAlign: Machine Translation Encoders are Strong Word Aligners, Too ↗](https://aclanthology.org/2025.findings-emnlp.1129/)**Benedikt Ebing, Christian Goldschmied, Goran Glavaš
3291. **[TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling ↗](https://aclanthology.org/2025.findings-emnlp.1053/)**Julien Knafou, Luc Mottin, Anaïs Mottaz et al.
3292. **[TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ↗](https://aclanthology.org/2025.findings-acl.645/)**Yuheng Lu, Qian Yu, Hongru Wang et al.
3293. **[Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval ↗](https://aclanthology.org/2025.findings-emnlp.948/)**Linzhu Yu, Huan Li, Ke Chen et al.
3294. **[Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation ↗](https://aclanthology.org/2025.findings-acl.919/)**Jiajun Shen, Tong Zhou, Yubo Chen et al.
3295. **[TrapDoc: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents ↗](https://aclanthology.org/2025.findings-emnlp.1027/)**Hyundong Jin, Sicheol Sung, Shinwoo Park et al.
3296. **[Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation ↗](https://aclanthology.org/2025.findings-emnlp.327/)**Pengyu Ji, Yufei Liu, Xiang Hu et al.
3297. **[Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization ↗](https://aclanthology.org/2025.findings-acl.995/)**Jihyuk Kim, Shubham Garg, Lahari Poddar et al.
3298. **[TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ↗](https://aclanthology.org/2025.findings-acl.275/)**Baizhou Huang, Xiaojun Wan
3299. **[Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests ↗](https://aclanthology.org/2025.findings-emnlp.1092/)**Filippo Momentè, Alessandro Suglia, Mario Giulianelli et al.
3300. **[Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ↗](https://aclanthology.org/2025.findings-acl.954/)**Antonia Karamolegkou, Oliver Eberle, Phillip Rust et al.

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