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

3,414 papers · page 34 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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3301. **[Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning ↗](https://aclanthology.org/2025.findings-naacl.326/)**Hyundong Justin Cho, Karishma Sharma, Nicolaas Paul Jedema et al.
3302. **[Turbocharging Web Automation: The Impact of Compressed History States ↗](https://aclanthology.org/2025.findings-acl.187/)**Xiyue Zhu, Peng Tang, Haofu Liao et al.
3303. **[Turning the Tide: Repository-based Code Reflection ↗](https://aclanthology.org/2025.findings-emnlp.377/)**Wei Zhang, Jian Yang, Jiaxi Yang et al.
3304. **[Two Steps from Hell: Compositionality on Chemical LMs ↗](https://aclanthology.org/2025.findings-emnlp.55/)**Veronika Ganeeva, Kuzma Khrabrov, Artur Kadurin et al.
3305. **[UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System ↗](https://aclanthology.org/2025.findings-emnlp.150/)**Chuhuai Yue, Jiajun Chai, Yufei Zhang et al.
3306. **[ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation ↗](https://aclanthology.org/2025.findings-emnlp.835/)**Longfei Yun, Letian Peng, Jingbo Shang
3307. **[UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation ↗](https://aclanthology.org/2025.findings-emnlp.219/)**Tianlong Li, Wenhao Liu, Muling Wu et al.
3308. **[UTMath: A Benchmark for Math Evaluation with Unit Test ↗](https://aclanthology.org/2025.findings-emnlp.315/)**Bo Yang, Qingping Yang, Yingwei Ma et al.
3309. **[Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? ↗](https://aclanthology.org/2025.findings-acl.1062/)**Yifei Wang, Yu Sheng, Linjing Li et al.
3310. **[Uncertainty-Aware Contrastive Decoding ↗](https://aclanthology.org/2025.findings-acl.1352/)**Hakyung Lee, Subeen Park, Joowang Kim et al.
3311. **[Uncovering Cultural Representation Disparities in Vision-Language Models ↗](https://aclanthology.org/2025.findings-ijcnlp.131/)**Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey et al.
3312. **[Uncovering Factor-Level Preference to Improve Human-Model Alignment ↗](https://aclanthology.org/2025.findings-emnlp.1045/)**Juhyun Oh, Eunsu Kim, Jiseon Kim et al.
3313. **[Uncovering Scaling Laws for Large Language Models via Inverse Problems ↗](https://aclanthology.org/2025.findings-emnlp.1373/)**Arun Verma, Zhaoxuan Wu, Zijian Zhou et al.
3314. **[Understand the Implication: Learning to Think for Pragmatic Understanding ↗](https://aclanthology.org/2025.findings-acl.1218/)**Settaluri Lakshmi Sravanthi, Kishan Maharaj, Sravani Gunnu et al.
3315. **[Understanding How Value Neurons Shape the Generation of Specified Values in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.501/)**Yi Su, Jiayi Zhang, Shu Yang et al.
3316. **[Understanding Refusal in Language Models with Sparse Autoencoders ↗](https://aclanthology.org/2025.findings-emnlp.338/)**Wei Jie Yeo, Nirmalendu Prakash, Clement Neo et al.
3317. **[Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems ↗](https://aclanthology.org/2025.findings-acl.947/)**Emma Harvey, Emily Sheng, Su Lin Blodgett et al.
3318. **[Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation ↗](https://aclanthology.org/2025.findings-acl.48/)**Luke Gessler, Alexis Palmer, Katharina von der Wense
3319. **[Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.57/)**Zhaohui Yang, Yuxiao Ye, Shilei Jiang et al.
3320. **[UniCoM: A Universal Code-Switching Speech Generator ↗](https://aclanthology.org/2025.findings-emnlp.715/)**Sangmin Lee, Woojin Chung, Seyun Um et al.
3321. **[UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting ↗](https://aclanthology.org/2025.findings-emnlp.1022/)**Gun Il Kim, Jong Wook Kim, Beakcheol Jang
3322. **[UniT: One Document, Many Revisions, Too Many Edit Intention Taxonomies ↗](https://aclanthology.org/2025.findings-acl.1180/)**Fangping Lan, Abdullah Aljebreen, Eduard Dragut
3323. **[Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ↗](https://aclanthology.org/2025.findings-acl.1084/)**Ke Ji, Junying Chen, Anningzhe Gao et al.
3324. **[Unlocking Recursive Thinking of LLMs: Alignment via Refinement ↗](https://aclanthology.org/2025.findings-acl.582/)**Haoke Zhang, Xiaobo Liang, Cunxiang Wang et al.
3325. **[Unlocking Speech Instruction Data Potential with Query Rewriting ↗](https://aclanthology.org/2025.findings-acl.534/)**Yonghua Hei, Yibo Yan, Shuliang Liu et al.
3326. **[Unraveling Misinformation Propagation in LLM Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.627/)**Yiyang Feng, Yichen Wang, Shaobo Cui et al.
3327. **[Unsupervised Morphological Tree Tokenizer ↗](https://aclanthology.org/2025.findings-acl.1146/)**Qingyang Zhu, Xiang Hu, Pengyu Ji et al.
3328. **[Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples ↗](https://aclanthology.org/2025.findings-naacl.461/)**Zhilan Wang, Zekai Zhi, Rize Jin et al.
3329. **[Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency ↗](https://aclanthology.org/2025.findings-emnlp.478/)**Chuan Wu, Meng Su, Youxuan Fang et al.
3330. **[Unveiling and Addressing Pseudo Forgetting in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1212/)**Huashan Sun, Yizhe Yang, Yinghao Li et al.
3331. **[Unveiling the Influence of Amplifying Language-Specific Neurons ↗](https://aclanthology.org/2025.findings-ijcnlp.55/)**Inaya Rahmanisa, Lyzander Marciano Andrylie, Mahardika Krisna Ihsani et al.
3332. **[UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking ↗](https://aclanthology.org/2025.findings-emnlp.1240/)**Sarfraz Ahmad, Hasan Iqbal, Momina Ahsan et al.
3333. **[Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation ↗](https://aclanthology.org/2025.findings-emnlp.296/)**Jan Cegin, Branislav Pecher, Jakub Simko et al.
3334. **[Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy ↗](https://aclanthology.org/2025.findings-naacl.430/)**Mina Kian, Kaleen Shrestha, Katrin Fischer et al.
3335. **[Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction ↗](https://aclanthology.org/2025.findings-naacl.214/)**Jiazhou Chen, Xu Jia, RuiQiang Guo
3336. **[Using tournaments to calculate AUROC for zero-shot classification with LLMs ↗](https://aclanthology.org/2025.findings-emnlp.1281/)**WonJin Yoon, Ian Bulovic, Timothy A. Miller
3337. **[Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection ↗](https://aclanthology.org/2025.findings-acl.27/)**Benjamin C. Warner, Ziqi Xu, Simon Haroutounian et al.
3338. **[V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ↗](https://aclanthology.org/2025.findings-acl.975/)**Zongyu Lin, Zhikun Xu, Xiaohan Song et al.
3339. **[VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ↗](https://aclanthology.org/2025.findings-acl.619/)**Hugh Mee Wong, Rick Nouwen, Albert Gatt
3340. **[VISIAR: Empower MLLM for Visual Story Ideation ↗](https://aclanthology.org/2025.findings-acl.945/)**Zhaoyang Xia, Somdeb Sarkhel, Mehrab Tanjim et al.
3341. **[VIVA+: Human-Centered Situational Decision-Making ↗](https://aclanthology.org/2025.findings-emnlp.944/)**Zhe Hu, Yixiao Ren, Guanzhong Liu et al.
3342. **[VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning ↗](https://aclanthology.org/2025.findings-emnlp.536/)**Zhihui Zhang, Shiliang Sun, Jing Zhao et al.
3343. **[VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction ↗](https://aclanthology.org/2025.findings-emnlp.23/)**Jie Yang, Jiajun Chen, Zhangyue Yin et al.
3344. **[Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning ↗](https://aclanthology.org/2025.findings-acl.1068/)**Joonwon Jang, Jaehee Kim, Wonbin Kweon et al.
3345. **[Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ↗](https://aclanthology.org/2025.findings-acl.1175/)**Ameya Godbole, Robin Jia
3346. **[Verifying the Steps of Deductive Reasoning Chains ↗](https://aclanthology.org/2025.findings-acl.25/)**Zacchary Sadeddine, Fabian M. Suchanek
3347. **[Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ↗](https://aclanthology.org/2025.findings-acl.364/)**Ivory Yang, Chunhui Zhang, Yuxin Wang et al.
3348. **[Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ↗](https://aclanthology.org/2025.findings-acl.353/)**Dong Zhang, Haiyan Tian, Qingying Sun et al.
3349. **[Visual Self-Refinement for Autoregressive Models ↗](https://aclanthology.org/2025.findings-emnlp.1161/)**Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi et al.
3350. **[Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models ↗](https://aclanthology.org/2025.findings-acl.897/)**Alessio Galatolo, Zhenbang Dai, Katie Winkle et al.
3351. **[WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ↗](https://aclanthology.org/2025.findings-acl.1219/)**Xinyang Lu, Jingtan Wang, Zitong Zhao et al.
3352. **[War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1118/)**Yibin Chen, Jinyi Liu, Yan Zheng et al.
3353. **[WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents ↗](https://aclanthology.org/2025.findings-naacl.156/)**Leyi Pan, Aiwei Liu, Yijian Lu et al.
3354. **[Watermark under Fire: A Robustness Evaluation of LLM Watermarking ↗](https://aclanthology.org/2025.findings-emnlp.1148/)**Jiacheng Liang, Zian Wang, Spencer Hong et al.
3355. **[Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding ↗](https://aclanthology.org/2025.findings-emnlp.444/)**Kyungryul Back, Seongbeom Park, Milim Kim et al.
3356. **[Watermarking with Low-Entropy POS-Guided Token Partitioning and Z-Score-Driven Dynamic Bias for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.260/)**He Li, Xiaojun Chen, Zhendong Zhao et al.
3357. **[We Argue to Agree: Towards Personality-Driven Argumentation-Based Negotiation Dialogue Systems for Tourism ↗](https://aclanthology.org/2025.findings-emnlp.1390/)**Priyanshu Priya, Saurav Dudhate, Desai Vishesh Yasheshbhai et al.
3358. **[Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis ↗](https://aclanthology.org/2025.findings-emnlp.1070/)**Jianing Lin, Yuanfang Guo, Shunning Liu et al.
3359. **[WebNLG-IT: Construction of an aligned RDF-Italian corpus through Machine Translation techniques ↗](https://aclanthology.org/2025.findings-acl.625/)**Michael Oliverio, Pier Felice Balestrucci, Alessandro Mazzei et al.
3360. **[Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference ↗](https://aclanthology.org/2025.findings-naacl.355/)**Go Kamoda, Benjamin Heinzerling, Tatsuro Inaba et al.
3361. **[Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ↗](https://aclanthology.org/2025.findings-acl.655/)**Feifan Song, Shaohang Wei, Wen Luo et al.
3362. **[What data should I include in my POS tagging training set? ↗](https://aclanthology.org/2025.findings-emnlp.448/)**Zoey Liu, Masoud Jasbi, Christan Grant et al.
3363. **[What if Othello-Playing Language Models Could See? ↗](https://aclanthology.org/2025.findings-emnlp.673/)**Xinyi Chen, Yifei Yuan, Jiaang Li et al.
3364. **[What's Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.76/)**Jinhao Pan, Chahat Raj, Ziyu Yao et al.
3365. **[When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks ↗](https://aclanthology.org/2025.findings-emnlp.333/)**Jiahao Zhang, Baoshuo Kan, Tao Gong et al.
3366. **[When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback ↗](https://aclanthology.org/2025.findings-acl.1267/)**Jane Pan, Ryan Shar, Jacob Pfau et al.
3367. **[When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.143/)**Cheongwoong Kang, Jongeun Baek, Yeonjea Kim et al.
3368. **[When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning ↗](https://aclanthology.org/2025.findings-emnlp.346/)**Mengyi Deng, Xin Li, Tingyu Zhu et al.
3369. **[When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy ↗](https://aclanthology.org/2025.findings-emnlp.1103/)**Jirui Qi, Shan Chen, Zidi Xiong et al.
3370. **[When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning ↗](https://aclanthology.org/2025.findings-emnlp.916/)**Yijiang River Dong, Tiancheng Hu, Yinhong Liu et al.
3371. **[When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.310/)**Xiaoyun Zhang, Jingqing Ruan, Xing Ma et al.
3372. **[Where Did That Come From? Sentence-Level Error-Tolerant Attribution ↗](https://aclanthology.org/2025.findings-emnlp.339/)**Ori Ernst, Aviv Slobodkin, Meng Cao et al.
3373. **[Where is this coming from? Making groundedness count in the evaluation of Document VQA models ↗](https://aclanthology.org/2025.findings-naacl.295/)**Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty et al.
3374. **[Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning ↗](https://aclanthology.org/2025.findings-acl.999/)**Bo Lv, Nayu Liu, Yang Shen et al.
3375. **[Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ↗](https://aclanthology.org/2025.findings-acl.310/)**Hwan Chang, Hwanhee Lee
3376. **[Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition ↗](https://aclanthology.org/2025.findings-ijcnlp.16/)**Atanu Mandal, Madhusudan Ghosh, Pratick Maiti et al.
3377. **[Who Speaks Matters: Analysing the Influence of the Speaker's Linguistic Identity on Hate Classification ↗](https://aclanthology.org/2025.findings-emnlp.1357/)**Ananya Malik, Kartik Sharma, Shaily Bhatt et al.
3378. **[Who's the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution ↗](https://aclanthology.org/2025.findings-emnlp.1380/)**Calvin Bao, Connor Baumler, Hal Daumé III et al.
3379. **[Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ↗](https://aclanthology.org/2025.findings-acl.30/)**Kazuki Irie
3380. **[Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement ↗](https://aclanthology.org/2025.findings-acl.325/)**Peng Ding, Jun Kuang, ZongYu Wang et al.
3381. **[Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce ↗](https://aclanthology.org/2025.findings-emnlp.295/)**Arnav Attri, Anuj Attri, Pushpak Bhattacharyya et al.
3382. **[WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada ↗](https://aclanthology.org/2025.findings-ijcnlp.53/)**Braeden Sherritt, Isar Nejadgholi, Efstratios Aivaliotis et al.
3383. **[Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments ↗](https://aclanthology.org/2025.findings-emnlp.824/)**Amir Homayounirad, Enrico Liscio, Tong Wang et al.
3384. **[Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer ↗](https://aclanthology.org/2025.findings-acl.1086/)**Karin Niederreiter, Dagmar Gromann
3385. **[Word2Passage: Word-level Importance Re-weighting for Query Expansion ↗](https://aclanthology.org/2025.findings-acl.434/)**Jeonghwan Choi, Minjeong Ban, Minseok Kim et al.
3386. **[World Knowledge Resolves Some Aspectual Ambiguity ↗](https://aclanthology.org/2025.findings-acl.683/)**Katarzyna Pruś, Mark Steedman, Adam Lopez
3387. **[XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation ↗](https://aclanthology.org/2025.findings-emnlp.550/)**Vivek Iyer, Pinzhen Chen, Ricardo Rei et al.
3388. **[XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments ↗](https://aclanthology.org/2025.findings-emnlp.298/)**Tien Phat Nguyen, Ngo Vu Minh, Tung Nguyen et al.
3389. **[YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment ↗](https://aclanthology.org/2025.findings-acl.1208/)**Amitava Das, Yaswanth Narsupalli, Gurpreet Singh et al.
3390. **[You Only Use Reactive Attention Slice When Retrieving From Long Context ↗](https://aclanthology.org/2025.findings-emnlp.1125/)**Yun Joon Soh, Hanxian Huang, Yuandong Tian et al.
3391. **[You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ↗](https://aclanthology.org/2025.findings-acl.599/)**Frederic Kirstein, Muneeb Khan, Jan Philip Wahle et al.
3392. **[Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ↗](https://aclanthology.org/2025.findings-acl.1182/)**Yihang Yao, Zhepeng Cen, Miao Li et al.
3393. **[Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in LLM Responses ↗](https://aclanthology.org/2025.findings-emnlp.935/)**Yishan Wang, Amanda Cercas Curry, Flor Miriam Plaza-del-Arco
3394. **[Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark ↗](https://aclanthology.org/2025.findings-emnlp.192/)**Zekun Fei, Biao Yi, Jianing Geng et al.
3395. **[ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction ↗](https://aclanthology.org/2025.findings-emnlp.417/)**Jeesu Jung, Chanjun Park, Sangkeun Jung
3396. **[Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation ↗](https://aclanthology.org/2025.findings-emnlp.111/)**Philip Lippmann, Jie Yang
3397. **[Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs ↗](https://aclanthology.org/2025.findings-emnlp.767/)**Wei Zhao, Zhe Li, Yige Li et al.
3398. **[Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1280/)**Md. Atabuzzaman, Andrew Zhang, Chris Thomas
3399. **[Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.439/)**Jayanth Mohan, Jishnu Ray Chowdhury, Tomas Malik et al.
3400. **[Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search ↗](https://aclanthology.org/2025.findings-emnlp.488/)**Shuo Huang, Xingliang Yuan, Gholamreza Haffari et al.

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