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

3,414 papers · page 16 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models ↗Jie Gong, Biaoshuai Zheng, Qiwang Hu1 citation
EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ↗Xiao Yu, Yi Yu, Dongrui Liu et al.1 citation
Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs ↗Puxuan Yu, Daniel Cohen, Hemank Lamba et al.1 citation
Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments ↗Russell Scheinberg, Ameeta Agrawal, Amber Shore et al.1 citation
Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku ↗Anirudh Maiya, Razan Alghamdi, Maria Leonor Pacheco et al.1 citation
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ↗Parishad BehnamGhader, Nicholas Meade, Siva Reddy1 citation
Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models ↗Gyunyeop Kim, Sangwoo Kang1 citation
Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation ↗Ritvik Choudhary, Rem Hida, Masaki Hamada et al.1 citation
Exploring Hybrid Sampling Inference for Aspect-based Sentiment Analysis ↗Xiaoyi Bao, Minjie Qiang, Jinghang Gu et al.1 citation
Exploring In-context Example Generation for Machine Translation ↗Dohyun Lee, Seungil Chad Lee, Chanwoo Yang et al.1 citation
Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions ↗Seiji Shimizu, Hisada Shohei, Yutaka Uno et al.1 citation
Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs ↗Eugenio Marzona, Maria Goikhman, Alessio Palmero Aprosio et al.1 citation
Exploring and Controlling Diversity in LLM-Agent Conversation ↗KuanChao Chu, Yi-Pei Chen, Hideki Nakayama1 citation
Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review ↗Thushari Atapattu, Menasha Thilakaratne, Duc Nhan Do et al.1 citation
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content ↗Bhavik Chandna, Mariam Aboujenane, Usman Naseem1 citation
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval ↗Jinlin Wang, Suyuchen Wang, Ziwen Xia et al.1 citation
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference ↗Dongwei Wang, Zijie Liu, Song Wang et al.1 citation
FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series ↗Gunjan Jalori, Preetika Verma, Sercan O Arik1 citation
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks ↗Sabrina McCallum, Amit Parekh, Alessandro Suglia1 citation
FREE: Fast and Robust Vision Language Models with Early Exits ↗Divya Jyoti Bajpai, Manjesh Kumar Hanawal1 citation
FaMTEB: Massive Text Embedding Benchmark in Persian Language ↗Erfan Zinvandi, Morteza Alikhani, Mehran Sarmadi et al.1 citation
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models ↗Juraj Vladika, Mahdi Dhaini, Florian Matthes1 citation
FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter ↗JunXi Wang, Yaxiong Wang, Lechao Cheng et al.1 citation
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis ↗Yilun Zheng, Sha Li, Fangkun Wu et al.1 citation
Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models ↗Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee1 citation
Faster and Better LLMs via Latency-Aware Test-Time Scaling ↗Zili Wang, Tianyu Zhang, Haoli Bai et al.1 citation
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models ↗Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao et al.1 citation
FedLEKE: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration ↗Zongkai Zhao, Guozeng Xu, Xiuhua Li et al.1 citation
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking ↗Jabez Magomere, Elena Kochkina, Samuel Mensah et al.1 citation
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ↗Qianli Wang, Nils Feldhus, Simon Ostermann et al.1 citation
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models ↗Weizhe Chen, Zhicheng Zhang, Guanlin Liu et al.1 citation
Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs ↗Wei Chen, Zhi Zheng, Lili Zhao et al.1 citation
ForestCast: Open-Ended Event Forecasting with Semantic News Forest ↗Zi Yu, Shaoxiang Wang, Guozheng Li et al.1 citation
Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks ↗Sheng Liu, Qiang Sheng, Danding Wang et al.1 citation
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE ↗Rares Dolga, Lucas Maystre, Tudor Berariu et al.1 citation
From Confidence to Collapse in LLM Factual Robustness ↗Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci1 citation
From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment ↗Jing Ye, Lu Xiang, Yaping Zhang et al.1 citation
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing ↗Chengrui Xiang, Tengfei Ma, Xiangzheng Fu et al.1 citation
From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling ↗Mohsinul Kabir, Tasfia Tahsin, Sophia Ananiadou1 citation
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ↗Huimin Xu, Xin Mao, Feng-Lin Li et al.1 citation
FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation ↗Yifeng He, Jicheng Wang, Yuyang Rong et al.1 citation
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ↗Maximilian Holsman, Yukun Huang, Bhuwan Dhingra1 citation
GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages ↗Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma et al.1 citation
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models ↗Tuo Wang, Adithya Kulkarni, Tyler Cody et al.1 citation
GLProtein: Global-and-Local Structure Aware Protein Representation Learning ↗Yunqing Liu, Wenqi Fan, Xiao-Yong Wei et al.1 citation
GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation ↗Jeongsoo Lee, Daeyong Kwon, Kyohoon Jin1 citation
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ↗Cristian-George Craciun, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel et al.1 citation
GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data ↗Michele Luca Contalbo, Sara Pederzoli, Francesco Del Buono et al.1 citation
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ↗Mufan Qiu, Xinyu Hu, Fengwei Zhan et al.1 citation
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition ↗Yang Chen, Shuwan Yang, Yan Xiang et al.1 citation
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience PredictionJessica Lin, Amir Zeldes1 citation · our summary
GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning ↗Abdessalam Ed-dib, Zhanibek Datbayev, Amine M. Aboussalah1 citation
GenPTQ: Green Post-Training Quantization for Large-Scale ASR Models with Mixed-Precision Bit Allocation ↗Beom Jin Kang, Hyun Kim1 citation
Gender Bias in Instruction-Guided Speech Synthesis Models ↗Chun-Yi Kuan, Hung-yi Lee1 citation
Generalizing to Unseen Disaster Events: A Causal View ↗Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al.1 citation
Generating Domain-Specific Knowledge Graphs from Large Language Models ↗Marinela Parović, Ze Li, Jinhua Du1 citation
Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models ↗Junling Wang, Anna Rutkiewicz, April Wang et al.1 citation
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models ↗Aditya Sharma, Aman Dalmia, Mehran Kazemi et al.1 citation
Glitter: A Multi-Sentence, Multi-Reference Benchmark for Gender-Fair German Machine Translation ↗A Pranav, Janiça Hackenbuchner, Giuseppe Attanasio et al.1 citation
GmSLM : Generative Marmoset Spoken Language Modeling ↗Talia Sternberg, Michael London, David Omer et al.1 citation
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models ↗Xiaojun Wu, Junxi Liu, Huan-Yi Su et al.1 citation
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration ↗Ziwen Li, Xiang `Anthony' Chen, Youngseung Jeon1 citation
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation ↗Yu Wang, Jiaxin Zhang, Xiang Gao et al.1 citation
Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages ↗Pratik Rakesh Singh, Kritarth Prasad, Mohammadi Zaki et al.1 citation
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward ↗Han Weng, Puzhen Wu, Cui Longjie et al.1 citation
GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets ↗Qiming Wu, Zichen Chen, Will Corcoran et al.1 citation
HARE: an entity and relation centric evaluation framework for histopathology reports ↗Yunsoo Kim, Michal Wen Sheue Ong, Alex Shavick et al.1 citation
HATECAT-TR: A Hate Speech Span Detection and Categorization Dataset for Turkish ↗Hasan Kerem Şeker, Gökçe Uludoğan, Pelin Önal et al.1 citation
HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction ↗Xiangfeng Luo, Ruoxin Zheng, Jianqiang Huang et al.1 citation
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs ↗Sangyeop Kim, Hangyeul Lee, Yohan Lee1 citation
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation ↗Yihan Jiao, Zhehao Tan, Dan Yang et al.1 citation
Hallucination Detection in Structured Query Generation via LLM Self-Debating ↗Miaoran Li, Jiangning Chen, Minghua Xu et al.1 citation
Harnessing Whisper for Prosodic Stress Analysis ↗Samuel S. Sohn, Sten Knutsen, Karin Stromswold1 citation
HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation ↗Naquee Rizwan, Seid Muhie Yimam, Daryna Dementieva et al.1 citation
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents ↗Pengzhou Cheng, Haowen Hu, Zheng Wu et al.1 citation
Hierarchical Speculative Decoding with Dynamic Window ↗Shensian Syu, Hung-yi Lee1 citation
How Do Large Language Models Perform in Dynamical System Modeling ↗Xiao Luo, Binqi Chen, Haixin Wang et al.1 citation
How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective ↗Xiao Luo, Changhu Wang, Yizhou Sun et al.1 citation
How Does Response Length Affect Long-Form Factuality ↗James Xu Zhao, Jimmy Z.J. Liu, Bryan Hooi et al.1 citation
How Inclusively do LMs Perceive Social and Moral Norms? ↗Michael Galarnyk, Agam Shah, Dipanwita Guhathakurta et al.1 citation
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation ↗Zhuohan Long, Siyuan Wang, Shujun Liu et al.1 citation
How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues ↗Suhas Bn, Dominik O. Mattioli, Andrew M. Sherrill et al.1 citation
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders ↗Tatsuro Inaba, Go Kamoda, Kentaro Inui et al.1 citation
How do we measure privacy in text? A survey of text anonymization metrics ↗Yaxuan Ren, Krithika Ramesh, Yaxing Yao et al.1 citation
HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation ↗Weizhi Tang, Yixuan Li, Chris Sypherd et al.1 citation
HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ↗Yongsen Zheng, Mingjie Qian, Guohua Wang et al.1 citation
Hypercomplex Transformer: Novel Attention Mechanism ↗Maxim Gordeev, Zuev Aleksandr, Mikhail Bakulin et al.1 citation
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ↗Yejun Yoon, Jaeyoon Jung, Seunghyun Yoon et al.1 citation
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ↗Esam Ghaleb, Bulat Khaertdinov, Asli Ozyurek et al.1 citation
ICLER: Intent CLassification with Enhanced Reasoning ↗Dezheng Gao, Dong Xiaozheng, SHuangtao Yang et al.1 citation
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ↗Yusuke Sakai, Takumi Goto, Taro Watanabe1 citation
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data ↗Bo Peng, Zhiheng Wang, Heyang Gong et al.1 citation
Identifying Aspects in Peer Reviews ↗Sheng Lu, Ilia Kuznetsov, Iryna Gurevych1 citation
Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models ↗Maeda Hanafi, Ishan Jindal, Yannis Katsis et al.1 citation
Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities ↗Qirun Dai, Dylan Zhang, Jiaqi W. Ma et al.1 citation
Improving LLM Reasoning through Interpretable Role-Playing Steering ↗Anyi Wang, Dong Shu, Yifan Wang et al.1 citation
Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data ↗Ann-Sophie Gnehm, Simon Clematide1 citation
Improving Word Alignment Using Semi-Supervised Learning ↗Zhongtao Miao, Qiyu Wu, Masaaki Nagata et al.1 citation
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning ↗Sai Ashish Somayajula, Bokai Hu, Qi Cao et al.1 citation
In the LLM era, Word Sense Induction remains unsolvedAnna Mosolova, Marie Candito, Carlos Ramisch1 citation · our summary

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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