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

3,414 papers · page 17 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

InImageTrans: Multimodal LLM-based Text Image Machine Translation ↗Fei Zuo, Kehai Chen, Yu Zhang et al.1 citation
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning ↗Joy Crosbie, Ekaterina Shutova1 citation
Inefficiencies of Meta Agents for Agent Design ↗Batu El, Mert Yuksekgonul, James Zou1 citation
Inference Scaling for Bridging Retrieval and Augmented Generation ↗Youngwon Lee, Seung-won Hwang, Daniel F Campos et al.1 citation
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning ↗Xiaotian Han, Yiren Jian, Xuefeng Hu et al.1 citation
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ↗Siqi Ouyang, Xi Xu, Lei Li1 citation
InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ↗Bowen Cao, Deng Cai, Wai Lam1 citation
InstructAny2Pix: Image Editing with Multi-Modal Prompts ↗Shufan Li, Harkanwar Singh, Aditya Grover1 citation
Intent-aware Schema Generation and Refinement for Literature Review Tables ↗Vishakh Padmakumar, Joseph Chee Chang, Kyle Lo et al.1 citation
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems ↗Xinjie Zhang, Wenxuan Wang, Qin Jin1 citation
Inter-Passage Verification for Multi-evidence Multi-answer QA ↗Bingsen Chen, Shenji Wan, Xi Ye et al.1 citation
InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model ↗Yifu Chen, Shengpeng Ji, Ziqing Wang et al.1 citation
Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models ↗Yuyi Huang, Runzhe Zhan, Derek F. Wong et al.1 citation
Is External Information Useful for Stance Detection with LLMs? ↗Quang Minh Nguyen, Taegyoon Kim1 citation
Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models ↗Yeonjun In, Wonjoong Kim, Kanghoon Yoon et al.1 citation
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ↗Riya Sawhney, Samrat Yadav, Indrajit Bhattacharya et al.1 citation
JEBS: A Fine-grained Biomedical Lexical Simplification Task ↗William Xia, Ishita Unde, Brian David Ondov et al.1 citation
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ↗Chang Gao, Wenxuan Zhang, Guizhen Chen et al.1 citation
K-order Ranking Preference Optimization for Large Language Models ↗Shihao Cai, Chongming Gao, Yang Zhang et al.1 citation
KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding ↗Jiakai Tang, Shiqi Shen, Zhipeng Wang et al.1 citation
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing ↗Mengqi Zhang, Bowen Fang, Qiang Liu et al.1 citation
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion ↗Anum Afzal, Florian Matthes, Gal Chechik et al.1 citation
KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation ↗Jun Seo Kim, Hye Hyeon Kim1 citation
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ↗Nagham Hamad, Mohammed Khalilia, Mustafa Jarrar1 citation
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ↗Shantanu Ghosh, Rayan Syed, Chenyu Wang et al.1 citation
LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation ↗Leqi Zheng, Chaokun Wang, Canzhi Chen et al.1 citation
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ↗Thai Hoang, Kung-Hsiang Huang, Shirley Kokane et al.1 citation
LCAN: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems ↗Shuli Zhang, Zhiqiang You, Xiao Xiang Qi et al.1 citation
LCFO: Long Context and Long Form Output Dataset and Benchmarking ↗Marta R. Costa-jussà, Pierre Andrews, Mariano Coria Meglioli et al.1 citation
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ↗Zhuoshi Pan, Yu Li, Honglin Lin et al.1 citation
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ↗Christian Jaumann, Andreas Wiedholz, Annemarie Friedrich1 citation
LIME: Less Is More for MLLM Evaluation ↗King Zhu, Qianbo Zang, Shian Jia et al.1 citation
LITERA: An LLM Based Approach to Latin-to-English Translation ↗Paul Rosu1 citation
LLM Agents for Coordinating Multi-User Information Gathering ↗Harsh Jhamtani, Jacob Andreas, Benjamin Van Durme1 citation
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification ↗Shuzhou Yuan, Ercong Nie, Lukas Kouba et al.1 citation
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ↗Jiale Chen, Xuelian Dong, Wenxiu Xie et al.1 citation
LLM-Generated Passphrases That Are Secure and Easy to Remember ↗Jie S. Li, Jonas Geiping, Micah Goldblum et al.1 citation
LLMs as a synthesis between symbolic and distributed approaches to language ↗Gemma Boleda1 citation
LUME: LLM Unlearning with Multitask Evaluations ↗Anil Ramakrishna, Yixin Wan, Xiaomeng Jin et al.1 citation
Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly ↗Lance Ying, Ryan Truong, Katherine M. Collins et al.1 citation
Large Language Model Evaluation via Matrix Nuclear-Norm ↗Yahan Li, Tingyu Xia, Yuan Wu et al.1 citation
Large Language Models as Reader for Bias Detection ↗Xuan Luo, Jing Li, Zhong Wenzhong et al.1 citation
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization ↗Vishal Dey, Xiao Hu, Xia Ning1 citation
Large Language Models for Multilingual Previously Fact-Checked Claim Detection ↗Ivan Vykopal, Matúš Pikuliak, Simon Ostermann et al.1 citation
LastingBench: Defend Benchmarks Against Knowledge Leakage ↗Yixiong Fang, Tianran Sun, Yuling Shi et al.1 citation
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy ↗Zhiwen Ruan, Yixia Li, He Zhu et al.1 citation
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge ↗Yan-Lun Chen, Yi-Ru Wei, Chia-Yi Hsu et al.1 citation
Learning API Functionality from In-Context Demonstrations for Tool-based Agents ↗Bhrij Patel, Ashish Jagmohan, Aditya Vempaty1 citation
Learning Task Representations from In-Context Learning ↗Baturay Saglam, Xinyang Hu, Zhuoran Yang et al.1 citation
Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models ↗S M Rafiuddin, Muntaha Nujat Khan1 citation
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review ↗Zhuochun Li, Yuelyu Ji, Rui Meng et al.1 citation
Learning from Negative Samples in Biomedical Generative Entity Linking ↗Chanhwi Kim, Hyunjae Kim, Sihyeon Park et al.1 citation
Learning to Insert [PAUSE] Tokens for Better Reasoning ↗Eunki Kim, Sangryul Kim, James Thorne1 citation
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs ↗Yunzhe Qi, Jinjin Tian, Tianci Liu et al.1 citation
Learning to Search Effective Example Sequences for In-Context Learning ↗Xiang Gao, Ankita Sinha, Kamalika Das1 citation
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents ↗Kangda Wei, Xi Shi, Jonathan Tong et al.1 citation
Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ↗Colin Swaelens, Ilse De Vos, Els Lefever1 citation
Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences ↗Mingqian Zheng, Wenjia Hu, Patrick Zhao et al.1 citation
Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ↗Kangyang Luo, Zichen Ding, Zhenmin Weng et al.1 citation
Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding ↗Jiang Li, Xiangdong Su, Guanglai Gao1 citation
Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ↗Pramit Bhattacharyya, Arnab Bhattacharya1 citation
Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ↗Yiming Li, Zhao Zhang1 citation
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ↗Yuhao Zhang, Xiangnan Ma, Kaiqi Kou et al.1 citation
Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning ↗Jizhi Zhang, Chongming Gao, Wentao Shi et al.1 citation
Lifelong Knowledge Editing requires Better Regularization ↗Akshat Gupta, Phudish Prateepamornkul, Maochuan Lu et al.1 citation
Lifelong Model Editing with Graph-Based External Memory ↗Yash Kumar Atri, Ahmed Alaa, Thomas Hartvigsen1 citation
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization ↗Yupeng Chang, Chenlu Guo, Yi Chang et al.1 citation
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging ↗Zehua Liu, Han Wu, Yuxuan Yao et al.1 citation
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ↗Ganlin Xu, Zhoujia Zhang, Wangyi Mei et al.1 citation
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ↗Haoqi Zheng, Dong Wang, Silin Yang et al.1 citation
Long-Tail Crisis in Nearest Neighbor Language Models ↗Yuto Nishida, Makoto Morishita, Hiroyuki Deguchi et al.1 citation
Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps ↗Yijiong Yu, Zhixiao Qi, Yongfeng Huang et al.1 citation
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ↗Bowen Ping, Jiali Zeng, Fandong Meng et al.1 citation
LongTail-Swap: benchmarking language models' abilities on rare words ↗Robin Algayres, Charles-Éric Saint-James, Mahi Luthra et al.1 citation
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability ↗Zikai Xiao, Fei Huang, Jianhong Tu et al.1 citation
Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs ↗Manishit Kundu, Sumit Shekhar, Pushpak Bhattacharyya1 citation
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding ↗Sukmin Cho, Sangjin Choi, Taeho Hwang et al.1 citation
Lost in Embeddings: Information Loss in Vision–Language Models ↗Wenyan Li, Raphael Tang, Chengzu Li et al.1 citation
Lost in Translation: Benchmarking Commercial Machine Translation Models for Dyslexic-Style Text ↗Gregory Price, Shaomei Wu1 citation
Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning ↗Hongyi Cai, Jie Li, Mohammad Mahdinur Rahman et al.1 citation
Low-Entropy Watermark Detection via Bayes' Rule Derived Detector ↗Beining Huang, Du Su, Fei Sun et al.1 citation
M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals ↗Msvpj Sathvik, Zuhair Hasan Shaik, Vivek Gupta1 citation
M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ↗Kaijie Jiao, Quan Wang, Licheng Zhang et al.1 citation
MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation ↗Chenghao Yang, Yinbo Luo, Zhoufutu Wen et al.1 citation
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG ↗Pingyu Wu, Daiheng Gao, Jing Tang et al.1 citation
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ↗Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal et al.1 citation
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation ↗Shoubin Yu, Yue Zhang, Ziyang Wang et al.1 citation
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation ↗Jackson Trager, Francielle Vargas, Diego Alves et al.1 citation
MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset ↗Jie Zhu, Junhui Li, Yalong Wen et al.1 citation
MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios ↗JinYang Huang, Xiachong Feng, Qiguang Chen et al.1 citation
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding ↗Zayd Muhammad Kawakibi Zuhri, Muhammad Farid Adilazuarda, Ayu Purwarianti et al.1 citation
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains ↗Guoli Yin, Haoping Bai, Shuang Ma et al.1 citation
MMLF: Multi-query Multi-passage Late Fusion Retrieval ↗Yuan-Ching Kuo, Yi Yu, Chih-Ming Chen et al.1 citation
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ↗Xinwu Ye, Chengfan Li, Siming Chen et al.1 citation
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ↗Linjie Mu, Zhongzhen Huang, Shengqian Qin et al.1 citation
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ↗xu Zhao Pan, Pengfei Zhou, Jiaxin Ai et al.1 citation
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts ↗Shizhou Huang, Bo Xu, Changqun Li et al.1 citation
MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs ↗Haonan Ge, Yiwei Wang, Ming-Hsuan Yang et al.1 citation
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents ↗Wanqi Yang, Yanda Li, Meng Fang et al.1 citation
MTQ-Eval: Multilingual Text Quality Evaluation for Language Models ↗Rhitabrat Pokharel, Ameeta Agrawal1 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