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

3,414 papers · page 14 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ↗Yipeng Kang, Junqi Wang, Yexin Li et al.1 citation
Are you sure? Measuring models bias in content moderation through uncertainty ↗Alessandra Urbinati, Mirko Lai, Simona Frenda et al.1 citation
Aspect-based Sentiment Analysis via Synthetic Image Generation ↗Ge Chen, Zhongqing Wang, Guodong Zhou1 citation
Assessing LLM Reasoning Steps via Principal Knowledge Grounding ↗Hyeon Hwang, Yewon Cho, Chanwoong Yoon et al.1 citation
Assessing the Sensitivity and Alignment of FOL Closeness Metrics ↗Ramya Keerthy Thatikonda, Wray Buntine, Ehsan Shareghi1 citation
Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks ↗Chongxin Li, Hanzhang Wang, Yuchun Fang1 citation
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ↗Qiang Ding, Lvzhou Luo, Yixuan Cao et al.1 citation
AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation ↗Lvzhou Luo, Yixuan Cao, Ping Luo1 citation
Attribution and Application of Multiple Neurons in Multimodal Large Language Models ↗Feiyu Wang, Ziran Zhao, Dong Yu et al.1 citation
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion ↗Yujian Liu, Jiabao Ji, Tong Yu et al.1 citation
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels ↗Lei Li, Xiangxu Zhang, Xiao Zhou et al.1 citation
AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification ↗Ryan Shea, Zhou Yu1 citation
Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ↗Yifan Zhang, Yifan Luo, Yang Yuan et al.1 citation
Awes, Laws, and Flaws From Today's LLM Research ↗Adrian de Wynter1 citation
BOSE: A Systematic Evaluation Method Optimized for Base Models ↗Hongzhi Luan, Changxin Tian, Zhaoxin Huan et al.1 citation
BRIT: Bidirectional Retrieval over Unified Image-Text Graph ↗Ainulla Khan, Moyuru Yamada, Srinidhi Akella1 citation
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration ↗Jun Hou, Le Wang, Xuan Wang1 citation
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods ↗Yulin Chen, Haoran Li, Yuan Sui et al.1 citation
BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ↗Mahammed Kamruzzaman, Abdullah Al Monsur, Shrabon Kumar Das et al.1 citation
Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy ↗Guo Zhenyuan, Yi Shi, Wenlong Meng et al.1 citation
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum ↗Yubin Kim, Zhiyuan Hu, Hyewon Jeong et al.1 citation
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving ↗Shunfeng Zheng, Yudi Zhang, Meng Fang et al.1 citation
Benchmarking Multi-National Value Alignment for Large Language Models ↗Chengyi Ju, Weijie Shi, Chengzhong Liu et al.1 citation
Benchmarking Query-Conditioned Natural Language Inference ↗Marc E. Canby, Xinchi Chen, Xing Niu et al.1 citation
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond ↗Rubing Chen, Jiaxin Wu, Jian Wang et al.1 citation
Benchmarking the Benchmarks: Reproducing Climate-Related NLP Tasks ↗Tom Calamai, Oana Balalau, Fabian M. Suchanek1 citation
Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry ↗Shanshan Wang, Junchao Wu, Fengying Ye et al.1 citation
Better Process Supervision with Bi-directional Rewarding Signals ↗Wenxiang Chen, Wei He, Zhiheng Xi et al.1 citation
Better Red Teaming via Searching with Large Language Model ↗Yongkang Chen, Chongyang Zhao, Jianwen Tian et al.1 citation
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs ↗Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty1 citation
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task ↗Yanbei Jiang, Yihao Ding, Chao Lei et al.1 citation
Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs ↗Zixiao Wang, Duzhen Zhang, Ishita Agarwal et al.1 citation
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation ↗Chenkai Sun, Denghui Zhang, ChengXiang Zhai et al.1 citation
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs ↗Shiyu Xiang, Ansen Zhang, Yanfei Cao et al.1 citation
Beyond Text: Characterizing Domain Expert Needs in Document Research ↗Sireesh Gururaja, Nupoor Gandhi, Jeremiah Milbauer et al.1 citation
Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models ↗Cristiano Ciaccio, Marta Sartor, Alessio Miaschi et al.1 citation
Beyond the Textual: Generating Coherent Visual Options for MCQs ↗Wanqiang Wang, Longzhu He, Wei Zheng1 citation
Bias after Prompting: Persistent Discrimination in Large Language Models ↗Nivedha Sivakumar, Natalie Mackraz, Samira Khorshidi et al.1 citation
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models ↗Xiaoqing Cheng, Ruizhe Chen, Hongying Zan et al.1 citation
BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models ↗Zhiting Fan, Ruizhe Chen, Zuozhu Liu1 citation
BioEL: A Comprehensive Python Package for Biomedical Entity Linking ↗Prasanth Bathala, Christophe Ye, Batuhan Nursal et al.1 citation
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG ↗Ziwei Chen, Bernhard Bermeitinger, Christina Niklaus1 citation
BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks ↗Hanyong Lee, Chaelyn Lee, Yongjae Lee et al.1 citation
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning ↗Yilei Tu, Andrew Xue, Freda Shi1 citation
Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ↗Kyusik Kim, Jeongwoo Ryu, Hyeonseok Jeon et al.1 citation
Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State ↗Dongyu Zhang, Qingqing Hong, Bingxuan Hou et al.1 citation
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM ↗Dingjie Song, Sicheng Lai, Mingxuan Wang et al.1 citation
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization ↗Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras Velasco et al.1 citation
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction ↗Xingcheng Ruan, Haoxiang Geng, Yunhui Xia et al.1 citation
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ↗Tao He, Hao Li, Jingchang Chen et al.1 citation
Bringing Pedagogy into Focus: Evaluating Virtual Teaching Assistants' Question-Answering in Asynchronous Learning Environments ↗Li Siyan, Zhen Xu, Vethavikashini Chithrra Raghuram et al.1 citation
Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems ↗Qian Xiong, Yuekai Huang, Ziyou Jiang et al.1 citation
C$^2$LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ↗Yanyang Li, Wong Tin Long, Cheung To Hung et al.1 citation
CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ↗Heng Yu, Junfeng Kang, Rui Li et al.1 citation
CAPE: Context-Aware Personality Evaluation Framework for Large Language Models ↗Jivnesh Sandhan, Fei Cheng, Tushar Sandhan et al.1 citation
CARE-STaR: Constraint-aware Self-taught Reasoner ↗Zhiliang Li, Bo Tang, Yijun Niu et al.1 citation
CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression ↗Dayin Gou, Sanghyun Byun, Nilesh Malpeddi et al.1 citation
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation ↗Zheng Weihua, Roy Ka-Wei Lee, Zhengyuan Liu et al.1 citation
CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief ↗Tulio Ferreira Leite da Silva, Gonzalo Freijedo Aduna, Farah Benamara et al.1 citation
CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs ↗Qi Xu, Qian Liu, Hao Fei et al.1 citation
CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling ↗Xinze Wang, Chen Chen, Yinfei Yang et al.1 citation
CM-Align: Consistency-based Multilingual Alignment for Large Language Models ↗Xue Zhang, Yunlong Liang, Fandong Meng et al.1 citation
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ↗Guangya Yu, Yanhao Li, Zongying Jiang et al.1 citation
COMPKE: Complex Question Answering under Knowledge Editing ↗Keyuan Cheng, Zijian Kan, Zhuoran Zhang et al.1 citation
COVER: Context-Driven Over-Refusal Verification in LLMs ↗Giovanni Sullutrone, Riccardo A. Vigliermo, Sonia Bergamaschi et al.1 citation
CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation ↗Guofeng Cui, Pichao Wang, Yang Liu et al.1 citation
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment ↗Priyanka Dey, Aayush Bothra, Yugal Khanter et al.1 citation
Can LLMs Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling ↗Leslie Barrett, Vikram Sunil Bajaj, Robert John Kingan1 citation
Can LLMs Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics ↗Reza Sanayei, Srdjan Vesic, Eduardo Blanco et al.1 citation
Can VLMs Recall Factual Associations From Visual References? ↗Dhananjay Ashok, Ashutosh Chaubey, Hirona Jacqueline Arai et al.1 citation
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization ↗Ji Soo Lee, Byungoh Ko, Jaewon Cho et al.1 citation
Capturing Latent Modal Association For Multimodal Entity Alignment ↗Yongquan Ji, Jingwei Cheng, Fu Zhang et al.1 citation
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter ↗Weixiang Zhao, Xingyu Sui, Xinyang Han et al.1 citation
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ↗Yifan Hu, Rui Liu, Yi Ren et al.1 citation
Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing ↗Wenxuan Wang, Kuiyi Gao, Youliang Yuan et al.1 citation
Challenges in Trustworthy Human Evaluation of Chatbots ↗Wenting Zhao, Alexander M Rush, Tanya Goyal1 citation
Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ↗Yi Li, Yunbin Tu, Liang Li et al.1 citation
Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects ↗Patrick Schilcher, Dominik Karasin, Michael Schöpf et al.1 citation
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing ↗Xuanle Zhao, Xuexin Liu, Yang Haoyue et al.1 citation
ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration ↗Xinyi Jiang, Tianyi Hu, Yuheng Qin et al.1 citation
Chatbot To Help Patients Understand Their Health ↗Won Seok Jang, Hieu Tran, Manav Shaileshkumar Mistry et al.1 citation
Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI ↗Annika Bush, Meltem Aksoy, Markus Pauly et al.1 citation
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation ↗Hao Chen, Yukun Yan, Sen Mei et al.1 citation
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning ↗Baohao Liao, Christian Herold, Seyyed Hadi Hashemi et al.1 citation
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs ↗Zige Wang, Qi Zhu, Fei Mi et al.1 citation
CoMoE: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning ↗Jinyuan Feng, ChaoPeng Wei, Tenghai Qiu et al.1 citation
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations ↗Divyaksh Shukla, Ritesh Baviskar, Dwijesh Gohil et al.1 citation
CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture ↗Zaiyi Zheng, Song Wang, Zihan Chen et al.1 citation
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models ↗Zicong Tang, Ziyang Ma, Suqing Wang et al.1 citation
CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models ↗Danny Brahman, Mohammad Mahoor1 citation
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ↗Peter Jansen, Oyvind Tafjord, Marissa Radensky et al.1 citation
Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory ↗Paul Piwek, Jacopo Amidei, Svetlana Stoyanchev1 citation
CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V ↗Siyu Xu, Yunke Wang, Daochang Liu et al.1 citation
Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models ↗Ting Cai, Stephen Sheen, AnHai Doan1 citation
Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games ↗Zihan Wang, Naoki Yoshinaga1 citation
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ↗Hritik Bansal, Ashima Suvarna, Gantavya Bhatt et al.1 citation
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ↗Qing Zong, Zhaowei Wang, Tianshi Zheng et al.1 citation
ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations ↗Ahatsham Hayat, Bilal Khan, Mohammad Rashedul Hasan1 citation
Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts ↗Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia et al.1 citation
Constraining Sequential Model Editing with Editing Anchor Compression ↗Hao-Xiang Xu, Jun-Yu Ma, Zhen-Hua Ling 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