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

3,414 papers · page 15 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

Constructing Your Model's Value Distinction: Towards LLM Alignment with Anchor Words Tuning ↗Zhen Yang, Ping Jian, Chengzhi Li et al.1 citation
Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts ↗Zineddine Tighidet, Andrea Mogini, Hedi Ben younes et al.1 citation
Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features ↗Nahid Hossain, Md Faisal Kabir1 citation
Context-Aware Hierarchical Merging for Long Document Summarization ↗Litu Ou, Mirella Lapata1 citation
Continued Pretraining and Interpretability-Based Evaluation for Low-Resource Languages: A Galician Case Study ↗Pablo Rodríguez, Silvia Paniagua Suárez, Pablo Gamallo et al.1 citation
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ↗Ruilin Zhao, Feng Zhao, Hong Zhang1 citation
CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework ↗Sandeep Kumar, Abhijit A Nargund, Vivek Sridhar1 citation
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding ↗Tuo Zhang, Tiantian Feng, Yibin Ni et al.1 citation
Creative Preference Optimization ↗Mete Ismayilzada, Antonio Laverghetta Jr., Simone A. Luchini et al.1 citation
Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World ↗Saeed Almheiri, Rania Elbadry, Mena Attia et al.1 citation
Culture is Everywhere: A Call for Intentionally Cultural Evaluation ↗Juhyun Oh, Inha Cha, Michael Saxon et al.1 citation
Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ↗Keqin Bao, Ming Yan, Yang Zhang et al.1 citation
D-Neg: Syntax-Aware Graph Reasoning for Negation Detection ↗Leon Hammerla, Andy Lücking, Carolin Reinert et al.1 citation
D2CS - Documents Graph Clustering using LLM supervision ↗Yoel Ashkenazi, Etzion Harari, Regev Yehezkel Imra et al.1 citation
DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition ↗Puli Chen, Cheng Yang, Xingmao Zhang et al.1 citation
DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ↗Kang He, Yuzhe Ding, Haining Wang et al.1 citation
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ↗Hanzhi Zhang, Heng Fan, Kewei Sha et al.1 citation
DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs ↗Mingrui Xie, Tianxiang Xu, Qianhai Tang et al.1 citation
DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue ↗Minh Pham Dinh, Michael G Yankoski, Munira Syed et al.1 citation
DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting ↗Chentao Huang, Guangli Li, Xinjiong Zhou et al.1 citation
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ↗Minzheng Wang, Xinghua Zhang, Kun Chen et al.1 citation
DHP Benchmark: Are LLMs Good NLG Evaluators? ↗Yicheng Wang, Jiayi Yuan, Yu-Neng Chuang et al.1 citation
DICP: Deep In-Context Prompt for Event Causality Identification ↗Lin Mu, Jun Shen, Li Ni et al.1 citation
DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment ↗Zeqiang Wang, Jon Johnson, Suparna De1 citation
DReSD: Dense Retrieval for Speculative Decoding ↗Milan Gritta, Huiyin Xue, Gerasimos Lampouras1 citation
Data-centric NLP Backdoor Defense from the Lens of Memorization ↗Zhenting Wang, Zhizhi Wang, Mingyu Jin et al.1 citation
Data-scarce Behavior Editing of Language Models ↗Joykirat Singh, Subhabrata Dutta, Tanmoy Chakraborty1 citation
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ↗Yebowen Hu, Xiaoyang Wang, Wenlin Yao et al.1 citation
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction ↗Jian Chen, Zhenyan Chen, Xuming Hu et al.1 citation
Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent ↗Xiaofeng Wang, Zhixin Zhang, Jin Guang Zheng et al.1 citation
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models ↗Aashiq Muhamed, Mona T. Diab, Virginia Smith1 citation
Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ↗Seungmin Lee, Yongsang Yoo, Minhwa Jung et al.1 citation
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent ↗Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang et al.1 citation
Dense Retrieval with Quantity Comparison Intent ↗Prayas Agrawal, Nandeesh Kumar K M, Muthusamy Chelliah et al.1 citation
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings ↗Liyan Xu, Zhenlin Su, Mo Yu et al.1 citation
DependEval: Benchmarking LLMs for Repository Dependency Understanding ↗Junjia Du, Yadi Liu, Hongcheng Guo et al.1 citation
Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ↗Guangya Wan, Yuqi Wu, Hao Wang et al.1 citation
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs ↗Luca Cagliero, Lorenzo Vaiani, Eliana Pastor et al.1 citation
Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models ↗Jiyue Jiang, Alfred Kar Yin Truong, Yanyu Chen et al.1 citation
Diagnosing Failures in Large Language Models' Answers: Integrating Error Attribution into Evaluation Framework ↗Zishan Xu, Shuyi Xie, Qingsong Lv et al.1 citation
Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum ↗Ryan Soh-Eun Shim, Barbara Plank1 citation
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ↗Haruki Sakajo, Yusuke Ide, Justin Vasselli et al.1 citation
Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs ↗Hongming Yang, Shi Lin, Jun Shao et al.1 citation
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery ↗Xuming Hu, Xiao Qin, Chuan Lei et al.1 citation
Disentangling Text and Math in Word Problems: Evidence for the Bidimensional Structure of Large Language Models' Reasoning ↗Pedro Calais, Gabriel Franco, Zilu Tang et al.1 citation
Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ↗Xianren Zhang, Xianfeng Tang, Hui Liu et al.1 citation
Do Influence Functions Work on Large Language Models? ↗Zhe Li, Wei Zhao, Yige Li et al.1 citation
Do Large Language Models Know Folktales? A Case Study of Yokai in Japanese Folktales ↗Ayuto Tsutsumi, Yuu Jinnai1 citation
DocMMIR: A Framework for Document Multi-modal Information Retrieval ↗Zirui Li, Siwei Wu, Yizhi Li et al.1 citation
Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? ↗Chengda Lu, Xiaoyu Fan, Yu Huang et al.1 citation
Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach ↗James Ford, Anthony Rios1 citation
Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? ↗Zhihui Yang, Yupei Wang, Kaijie Mo et al.1 citation
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models ↗Heeseung Kim, Che Hyun Lee, Sangkwon Park et al.1 citation
Domain Pre-training Impact on Representations ↗Cesar Gonzalez-Gutierrez, Ariadna Quattoni1 citation
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization ↗Haohan Yuan, Haopeng Zhang1 citation
Don't Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models ↗Jinzhe Li, Gengxu Li, Yi Chang et al.1 citation
DroidCall: A Dataset for LLM-powered Android Intent Invocation ↗Weikai Xie, Li Zhang, Shihe Wang et al.1 citation
Dual Debiasing for Noisy In-Context Learning for Text Generation ↗Siqi Liang, Sumyeong Ahn, Paramveer Dhillon et al.1 citation
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models ↗Weidi Luo, He Cao, Zijing Liu et al.1 citation
Dynamic Injection of Entity Knowledge into Dense Retrievers ↗Ikuya Yamada, Ryokan Ri, Takeshi Kojima et al.1 citation
Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models ↗Anar Yeginbergen, Maite Oronoz, Rodrigo Agerri1 citation
Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots ↗Boyu Qiao, Kun Li, Wei Zhou et al.1 citation
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ↗Peiyi Zhang, Richong Zhang, Zhijie Nie et al.1 citation
E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification ↗Zeyang Liu, Jingfeng Xue, Xiuqi Yang et al.1 citation
EC-RAFT: Automated Generation of Clinical Trial Eligibility Criteria through Retrieval-Augmented Fine-Tuning ↗Nopporn Lekuthai, Nattawit Pewngam, Supitcha Sokrai et al.1 citation
EMGLLM: Data-to-Text Alignment for Electromyogram Diagnosis Generation with Medical Numerical Data Encoding ↗Zefei Long, Zhenbiao Cao, Wei Chen et al.1 citation
EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions ↗Zheheng Luo, Chenhan Yuan, Qianqian Xie et al.1 citation
EXECUTE: A Multilingual Benchmark for LLM Token Understanding ↗Lukas Edman, Helmut Schmid, Alexander Fraser1 citation
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ↗Hyunjong Kim, Sangyeop Kim, Jongheon Jeong et al.1 citation
Each graph is a new language: Graph Learning with LLMs ↗Huachi Zhou, Jiahe Du, Chuang Zhou et al.1 citation
Echoes of Discord: Forecasting Hater Reactions to Counterspeech ↗Xiaoying Song, Sharon Lisseth Perez, Xinchen Yu et al.1 citation
EditID: Training-Free Editable ID Customization for Text-to-Image Generation ↗Guandong Li, Zhaobin Chu1 citation
Efficient Decoding Methods for Language Models on Encrypted Data ↗Matan Avitan, Moran Baruch, Nir Drucker et al.1 citation
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks ↗Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe1 citation
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ↗Murong Yue, Ziyu Yao1 citation
Eliciting Textual Descriptions from Representations of Continuous Prompts ↗Dana Ramati, Daniela Gottesman, Mor Geva1 citation
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare ↗Hiba Ahsan, Arnab Sen Sharma, Silvio Amir et al.1 citation
Embedding-Free RAG ↗Jessica Maghakian, Raunak Sinha, Max Schettewi et al.1 citation
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation ↗Bohao Yang, Kun Zhao, Dong Liu et al.1 citation
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models ↗Abhay Gupta, Jacob Cheung, Philip Meng et al.1 citation
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning ↗Ahmed Elshabrawy, Yongxin Huang, Iryna Gurevych et al.1 citation
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation ↗Zhiyuan Fan, Longfei Yun, Ming Yan et al.1 citation
Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack ↗Xin Liu, Aoyang Zhou, Kun He1 citation
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them ↗Marc Felix Brinner, Tarek Al Mustafa, Sina Zarrieß1 citation
Enhancing Hate Speech Classifiers through a Gradient-assisted Counterfactual Text Generation Strategy ↗Michael Van Supranes, Shaowen Peng, Shoko Wakamiya et al.1 citation
Enhancing LLM Agent Safety via Causal Influence Prompting ↗Dongyoon Hahm, Woogyeol Jin, June Suk Choi et al.1 citation
Enhancing Model Privacy in Federated Learning with Random Masking and Quantization ↗Zhibo Xu, Zhu JianHao, Jingwen Xu et al.1 citation
Enhancing Multi-Agent Debate System Performance via Confidence Expression ↗Zijie Lin, Bryan Hooi1 citation
Enhancing Scene Transition Awareness in Video Generation via Post-Training ↗Hanwen Shen, Jiajie Lu, Yupeng Cao et al.1 citation
Enhancing Temporal Understanding in LLMs for Semi-structured Tables ↗Irwin Deng, Kushagra Dixit, Dan Roth et al.1 citation
Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge ↗Yue Fang, Zhi Jin, Jie An et al.1 citation
Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction ↗Hui Sun, Rongxin Chen1 citation
Entity Framing and Role Portrayal in the News ↗Tarek Mahmoud, Zhuohan Xie, Dimitar Iliyanov Dimitrov et al.1 citation
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ↗Yucheng Cai, Ke Li, Yi Huang et al.1 citation
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework ↗Zhangyue Yin, YuHong Sun, Xuanjing Huang et al.1 citation
Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision ↗Tej Deep Pala, Panshul Sharma, Amir Zadeh et al.1 citation
EtiCor++: Towards Understanding Etiquettical Bias in LLMs ↗Ashutosh Dwivedi, Siddhant Shivdutt Singh, Ashutosh Modi1 citation
Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts ↗ChaeHun Park, Hojun Cho, Jaegul Choo1 citation
Evaluating Numeracy of Language Models as a Natural Language Inference Task ↗Rahmad Mahendra, Damiano Spina, Lawrence Cavedon et al.1 citation
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks ↗Nikita Soni, Pranav Chitale, Khushboo Singh et al.1 citation

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

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