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

3,414 papers · page 22 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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2101. **[Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1276/)**Mohammad Saim, Phan Anh Duong, Cat Luong et al.
2102. **[Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.759/)**Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae
2103. **[Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts ↗](https://aclanthology.org/2025.findings-emnlp.903/)**Yuu Jinnai, Ukyo Honda
2104. **[AraSafe: Benchmarking Safety in Arabic LLMs ↗](https://aclanthology.org/2025.findings-emnlp.529/)**Hamdy Mubarak, Abubakr Mohamed, Majd Hawasly
2105. **[Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? ↗](https://aclanthology.org/2025.findings-emnlp.267/)**Xi Ai, Mahardika Krisna Ihsani, Min-Yen Kan
2106. **[Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages ↗](https://aclanthology.org/2025.findings-naacl.468/)**Poulami Ghosh, Raj Dabre, Pushpak Bhattacharyya
2107. **[Are Large Language Models Effective in Clinical Trial Design? A Study on Baseline Feature Generation ↗](https://aclanthology.org/2025.findings-naacl.308/)**Nafis Neehal, Bowen Wang, Shayom Debopadhaya et al.
2108. **[Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? ↗](https://aclanthology.org/2025.findings-acl.1236/)**Simeon Junker, Manar Ali, Larissa Koch et al.
2109. **[As easy as PIE: understanding when pruning causes language models to disagree ↗](https://aclanthology.org/2025.findings-naacl.364/)**Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.
2110. **[AskQE: Question Answering as Automatic Evaluation for Machine Translation ↗](https://aclanthology.org/2025.findings-acl.899/)**Dayeon Ki, Kevin Duh, Marine Carpuat
2111. **[Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities ↗](https://aclanthology.org/2025.findings-emnlp.982/)**Bhagesh Gaur, Karan Gupta, Aseem Srivastava et al.
2112. **[Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs ↗](https://aclanthology.org/2025.findings-emnlp.559/)**Kyubyung Chae, Gihoon Kim, Gyuseong Lee et al.
2113. **[Assessing the Role of Data Quality in Training Bilingual Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1236/)**Skyler Seto, Maartje Ter Hoeve, Maureen de Seyssel et al.
2114. **[Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ↗](https://aclanthology.org/2025.findings-acl.746/)**Yoonjun Cho, Soeun Kim, Dongjae Jeon et al.
2115. **[Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ↗](https://aclanthology.org/2025.findings-acl.720/)**Xinyu Pang, Ruixin Hong, Hongming Zhang et al.
2116. **[Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge ↗](https://aclanthology.org/2025.findings-emnlp.510/)**Zhuo Liu, Moxin Li, Xun Deng et al.
2117. **[Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ↗](https://aclanthology.org/2025.findings-acl.944/)**Tong Zheng, Yan Wen, Huiwen Bao et al.
2118. **[Atomic Calibration of LLMs in Long-Form Generations ↗](https://aclanthology.org/2025.findings-ijcnlp.9/)**Caiqi Zhang, Ruihan Yang, Zhisong Zhang et al.
2119. **[Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification ↗](https://aclanthology.org/2025.findings-ijcnlp.44/)**Damien Sileo
2120. **[Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax ↗](https://aclanthology.org/2025.findings-naacl.228/)**Iuliia Zaitova, Vitalii Hirak, Badr M. Abdullah et al.
2121. **[Augmented Adversarial Trigger Learning ↗](https://aclanthology.org/2025.findings-naacl.394/)**Zhe Wang, Yanjun Qi
2122. **[AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling ↗](https://aclanthology.org/2025.findings-emnlp.155/)**Xiantao Zhang
2123. **[Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant ↗](https://aclanthology.org/2025.findings-emnlp.596/)**Lei Shen, Xiaoyu Shen
2124. **[AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs ↗](https://aclanthology.org/2025.findings-naacl.378/)**Jiawei Chen, Xiao Yang, Zhengwei Fang et al.
2125. **[AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking ↗](https://aclanthology.org/2025.findings-emnlp.403/)**Ding-Chu Zhang, Xiaowen Zhang, Yue Fei et al.
2126. **[Automated main concept generation for narrative discourse assessment in aphasia ↗](https://aclanthology.org/2025.findings-acl.1255/)**Ankita Gupta, Marisa Hudspeth, Polly Stokes et al.
2127. **[Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language ↗](https://aclanthology.org/2025.findings-naacl.345/)**Zhiqiang Zhong, Simon Sataa-Yu Larsen, Haoyu Guo et al.
2128. **[Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.873/)**Injae Na, Keonwoong Noh, Woohwan Jung
2129. **[Automating Alternative Generation in Decision-Making ↗](https://aclanthology.org/2025.findings-emnlp.1/)**Yevhen Kostiuk, Clara Seyfried, Chris Reed
2130. **[Automating eHMI Action Design with LLMs for Automated Vehicle Communication ↗](https://aclanthology.org/2025.findings-emnlp.148/)**Ding Xia, Xinyue Gui, Fan Gao et al.
2131. **[Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition ↗](https://aclanthology.org/2025.findings-emnlp.883/)**Yi Liu, Xiangrong Zhu, Xiangyu Liu et al.
2132. **[B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models ↗](https://aclanthology.org/2025.findings-emnlp.492/)**Md Tanzib Hosain, Md Kishor Morol
2133. **[BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ↗](https://aclanthology.org/2025.findings-acl.318/)**Weihong Du, Wenrui Liao, Binyu Yan et al.
2134. **[BEDAA: Bayesian Enhanced DeBERTa for Uncertainty-Aware Authorship Attribution ↗](https://aclanthology.org/2025.findings-acl.924/)**Iqra Zahid, Youcheng Sun, Riza Batista-Navarro
2135. **[BabelEdits: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models ↗](https://aclanthology.org/2025.findings-acl.438/)**Tommaso Green, Félix Gaschi, Fabian David Schmidt et al.
2136. **[Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety ↗](https://aclanthology.org/2025.findings-emnlp.43/)**Mufan Qiu, Zheyu Shen, Pingzhi Li et al.
2137. **[Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers ↗](https://aclanthology.org/2025.findings-acl.1070/)**Rin Ashizawa, Yoichi Hirose, Nozomu Yoshinari et al.
2138. **[BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences ↗](https://aclanthology.org/2025.findings-emnlp.1311/)**Hiroto Otake, Peinan Zhang, Yusuke Sakai et al.
2139. **[BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion ↗](https://aclanthology.org/2025.findings-emnlp.780/)**Sike Xiang, Shuang Chen, Amir Atapour-Abarghouei
2140. **[BenNumEval: A Benchmark to Assess LLMs' Numerical Reasoning Capabilities in Bengali ↗](https://aclanthology.org/2025.findings-acl.915/)**Kawsar Ahmed, Md Osama, Omar Sharif et al.
2141. **[Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations ↗](https://aclanthology.org/2025.findings-ijcnlp.46/)**Diya Saha, Sudeshna Jana, Manjira Sinha et al.
2142. **[Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data ↗](https://aclanthology.org/2025.findings-emnlp.760/)**Qiongqiong Wang, Hardik Bhupendra Sailor, Tianchi Liu et al.
2143. **[Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.302/)**Blanca Calvo Figueras, Rodrigo Agerri
2144. **[Benchmarking Uncertainty Metrics for LLM Target-Aware Search ↗](https://aclanthology.org/2025.findings-emnlp.226/)**Pei-Fu Guo, Yun-Da Tsai, Shou-De Lin
2145. **[Benchmarking and Improving LLM Robustness for Personalized Generation ↗](https://aclanthology.org/2025.findings-emnlp.870/)**Chimaobi Okite, Naihao Deng, Kiran Bodipati et al.
2146. **[Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts ↗](https://aclanthology.org/2025.findings-emnlp.960/)**Heehyeon Kim, Kyeongryul Lee, Joyce Jiyoung Whang
2147. **[Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs ↗](https://aclanthology.org/2025.findings-naacl.475/)**Maxim Ifergan, Leshem Choshen, Roee Aharoni et al.
2148. **[Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation ↗](https://aclanthology.org/2025.findings-emnlp.951/)**Jingyang Deng, Ran Chen, Jo-Ku Cheng et al.
2149. **[Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation ↗](https://aclanthology.org/2025.findings-emnlp.86/)**Yuanchen Shi, Jiawang Hao, Fang Kong
2150. **[Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ↗](https://aclanthology.org/2025.findings-acl.1046/)**Yin Hua, Zhiqiang Liu, Mingyang Chen et al.
2151. **[Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models ↗](https://aclanthology.org/2025.findings-emnlp.1343/)**Muhammed Saeed, Shaina Raza, Ashmal Vayani et al.
2152. **[Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance ↗](https://aclanthology.org/2025.findings-emnlp.1245/)**Reza Esfandiarpoor, George Zerveas, Ruochen Zhang et al.
2153. **[Beyond Distribution: Investigating Language Models' Understanding of Sino-Korean Morphemes ↗](https://aclanthology.org/2025.findings-emnlp.569/)**Taehee Jeon
2154. **[Beyond Fixed-Length Calibration for Post-Training Compression of LLMs ↗](https://aclanthology.org/2025.findings-emnlp.1054/)**Jaehoon Oh, Dokwan Oh
2155. **[Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification ↗](https://aclanthology.org/2025.findings-emnlp.1147/)**Aofan Liu, Song Shiyuan, Haoxuan Li et al.
2156. **[Beyond Generation: Leveraging LLM Creativity to Overcome Label Bias in Classification ↗](https://aclanthology.org/2025.findings-acl.1307/)**Xiaoyue Wang, Xin Liu
2157. **[Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ↗](https://aclanthology.org/2025.findings-acl.176/)**Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong et al.
2158. **[Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework ↗](https://aclanthology.org/2025.findings-emnlp.258/)**Zhen Wang, Xi Zhou, Yating Yang et al.
2159. **[Beyond Linear Steering: Unified Multi-Attribute Control for Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1278/)**Narmeen Fatimah Oozeer, Luke Marks, Fazl Barez et al.
2160. **[Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ↗](https://aclanthology.org/2025.findings-acl.519/)**Fanzeng Xia, Hao Liu, Yisong Yue et al.
2161. **[Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis ↗](https://aclanthology.org/2025.findings-acl.1102/)**Yicheng Lang, Kehan Guo, Yue Huang et al.
2162. **[Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing ↗](https://aclanthology.org/2025.findings-emnlp.205/)**Zichen Wu, Hsiu-Yuan Huang, Yunfang Wu
2163. **[Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.354/)**Hongbang Yuan, Yubo Chen, Pengfei Cao et al.
2164. **[Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ↗](https://aclanthology.org/2025.findings-acl.287/)**Mehdi Jafari, Yuncheng Hua, Hao Xue et al.
2165. **[Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ↗](https://aclanthology.org/2025.findings-acl.1168/)**Miguel Romero Calvo, Shuoyang Ding, Corey D Barrett et al.
2166. **[Beyond the Average Reader: the Reader Embedding Approach ↗](https://aclanthology.org/2025.findings-acl.789/)**Calogero Jerik Scozzaro, Matteo Delsanto, Daniele P. Radicioni
2167. **[Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.253/)**Zhaohui Yang, Chenghua He, Xiaowen Shi et al.
2168. **[Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs ↗](https://aclanthology.org/2025.findings-emnlp.269/)**Quoc-An Nguyen, Xuan-Hung Le, Thi-Minh-Thu Vu et al.
2169. **[Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation ↗](https://aclanthology.org/2025.findings-emnlp.281/)**Shiwen Zhang, Lingxiang Wang, Hainan Zhang et al.
2170. **[BiMax: Bidirectional MaxSim Score for Document-Level Alignment ↗](https://aclanthology.org/2025.findings-emnlp.704/)**Xiaotian Wang, Takehito Utsuro, Masaaki Nagata
2171. **[Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification ↗](https://aclanthology.org/2025.findings-emnlp.2/)**Takuma Udagawa, Yang Zhao, Hiroshi Kanayama et al.
2172. **[Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.978/)**Haonan He, Yuchen Ren, Yining Tang et al.
2173. **[Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ↗](https://aclanthology.org/2025.findings-acl.833/)**Kounianhua Du, Hanjing Wang, Jianxing Liu et al.
2174. **[Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA ↗](https://aclanthology.org/2025.findings-acl.388/)**Chi-Min Chan, Chunpu Xu, Junqi Zhu et al.
2175. **[BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ↗](https://aclanthology.org/2025.findings-acl.1163/)**EunJeong Hwang, Peter West, Vered Shwartz
2176. **[Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation ↗](https://aclanthology.org/2025.findings-emnlp.4/)**Yuanchi Ma, Jiamou Liu, Hui He et al.
2177. **[BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment ↗](https://aclanthology.org/2025.findings-emnlp.1180/)**Jiaqi Duan, Xiaoda Yang, Kaixuan Luan et al.
2178. **[Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics ↗](https://aclanthology.org/2025.findings-emnlp.1319/)**Kavin R V, Pawan Goyal
2179. **[Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue ↗](https://aclanthology.org/2025.findings-naacl.10/)**Jieming Cao, Chen Huang, Yanan Zhang et al.
2180. **[BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MT ↗](https://aclanthology.org/2025.findings-acl.1336/)**Seungwoo Choi, Gahyun Yoo, Jay-Yoon Lee
2181. **[Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ↗](https://aclanthology.org/2025.findings-acl.567/)**Jipeng Zhang, Jianshu Zhang, Yuanzhe Li et al.
2182. **[Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ↗](https://aclanthology.org/2025.findings-acl.901/)**Yujie Zhang, Weikang Yuan, Zhuoren Jiang
2183. **[Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ↗](https://aclanthology.org/2025.findings-acl.627/)**Mohammed Bouri, Adnane Saoud
2184. **[Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data ↗](https://aclanthology.org/2025.findings-emnlp.754/)**Zhiyue Liu, Wenkai Zhou
2185. **[Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems ↗](https://aclanthology.org/2025.findings-emnlp.1192/)**Minghang Zhu, Zhengliang Shi, Zhiwei Xu et al.
2186. **[Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.884/)**Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh et al.
2187. **[Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.349/)**Siqu Ou, Hongcheng Liu, Pingjie Wang et al.
2188. **[Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1226/)**Matteo Bortoletto, Constantin Ruhdorfer, Lei Shi et al.
2189. **[Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation ↗](https://aclanthology.org/2025.findings-ijcnlp.7/)**Donghyeon Ko, Sohee Yang, Donghyun Kwak et al.
2190. **[CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation ↗](https://aclanthology.org/2025.findings-naacl.393/)**Xi Xu, Wenda Xu, Siqi Ouyang et al.
2191. **[CAARMA: Class Augmentation with Adversarial Mixup Regularization ↗](https://aclanthology.org/2025.findings-emnlp.517/)**Massa Baali, Xiang Li, Hao Chen et al.
2192. **[CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks ↗](https://aclanthology.org/2025.findings-emnlp.1062/)**Sunguk Choi, Yonghoon Kwon, Heondeuk Lee
2193. **[CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering ↗](https://aclanthology.org/2025.findings-naacl.152/)**Yumeng Wang, Zhiyuan Fan, Qingyun Wang et al.
2194. **[CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models ↗](https://aclanthology.org/2025.findings-naacl.353/)**June M. Liu, He Cao, Renliang Sun et al.
2195. **[CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences ↗](https://aclanthology.org/2025.findings-ijcnlp.69/)**Rhitabrat Pokharel, Yufei Tao, Ameeta Agrawal
2196. **[CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ↗](https://aclanthology.org/2025.findings-acl.114/)**Taneesh Gupta, Shivam Shandilya, Xuchao Zhang et al.
2197. **[CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling ↗](https://aclanthology.org/2025.findings-emnlp.543/)**Mingyu Chen, Jingkai Lin, Zhaojie Chu et al.
2198. **[CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game ↗](https://aclanthology.org/2025.findings-emnlp.331/)**Yijia Fan, Jusheng Zhang, Kaitong Cai et al.
2199. **[CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ↗](https://aclanthology.org/2025.findings-acl.439/)**Haokun Zhao, Jinyi Han, Jiaqing Liang et al.
2200. **[CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task ↗](https://aclanthology.org/2025.findings-emnlp.199/)**Haosi Mo, Xinyu Ma, Xuebo Liu et al.

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