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

3,414 papers · page 20 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ↗Anguo Li, Lei Yu1 citation
SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms ↗Yuki Hou, Haruki Tamoto, Qinghua Zhao et al.1 citation
Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models ↗Weizhen Li, Junbao Huang, Peijie Huang et al.1 citation
TabComp: A Dataset for Visual Table Reading Comprehension ↗Somraj Gautam, Abhishek Bhandari, Gaurav Harit1 citation
TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning ↗Mingyu Zheng, Zhifan Feng, Jia Wang et al.1 citation
Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia ↗Georgina Curto, Svetlana Kiritchenko, Muhammad Hammad Fahim Siddiqui et al.1 citation
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ↗He Zhu, Zhiwen Ruan, Junyou Su et al.1 citation
Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation ↗Palaash Goel, Dushyant Singh Chauhan, Md Shad Akhtar1 citation
Task-Oriented Automatic Fact-Checking with Frame-Semantics ↗Jacob Devasier, Akshith Reddy Putta, Rishabh Mediratta et al.1 citation
Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System ↗Hwiyeol Jo, Taiwoo Park, Hyunwoo Lee et al.1 citation
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning ↗Yangning Li, Tingwei Lu, Yinghui Li et al.1 citation
Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks ↗Tianlong Wang, Junzhe Chen, Weibin Liao et al.1 citation
Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales ↗Zhen Qian, Xiuzhen Zhang, Xiaofei Xu et al.1 citation
TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation ↗Rahul Ghosh, Chun-Hao Liu, Gaurav Rele et al.1 citation
Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes ↗Li Lucy, Camilla Griffiths, Sarah Levine et al.1 citation
TeluguST-46: A Benchmark Corpus and Comprehensive Evaluation for Telugu-English Speech Translation ↗Bhavana Akkiraju, Srihari Bandarupalli, Swathi Sambangi et al.1 citation
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge ↗Lee Kezar, Nidhi Munikote, Zian Zeng et al.1 citation
The Anatomy of Evidence: An Investigation Into Explainable ICD Coding ↗Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni et al.1 citation
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models ↗Artem Kirsanov, Chi-Ning Chou, Kyunghyun Cho et al.1 citation
The Hallucination Tax of Reinforcement Finetuning ↗Linxin Song, Taiwei Shi, Jieyu Zhao1 citation
The Illusion of Randomness: How LLMs Fail to Emulate Stochastic Decision-Making in Rock-Paper-Scissors Games? ↗Zihao Guo, Hongtao Lv, Chaoli Zhang et al.1 citation
The Impact of Name Age Perception on Job Recommendations in LLMs ↗Mahammed Kamruzzaman, Gene Louis Kim1 citation
The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage ↗Byung-Doh Oh, Hongao Zhu, William Schuler1 citation
The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions ↗Sophie Wu, Jan Philip Wahle, Saif M. Mohammad1 citation
The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ↗Guillermo Marco, Julio Gonzalo, Víctor Fresno1 citation
The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ↗Yihong Tang, Kehai Chen, Xuefeng Bai et al.1 citation
The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval ↗Ting-Rui Chiang, Dani Yogatama1 citation
The Security Threat of Compressed Projectors in Large Vision-Language Models ↗Yudong Zhang, Ruobing Xie, Xingwu Sun et al.1 citation
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ↗Yutao Sun, Mingshuai Chen, Tiancheng Zhao et al.1 citation
The Structural Safety Generalization Problem ↗Julius Broomfield, Tom Gibbs, George Ingebretsen et al.1 citation
They want to pretend not to understand: The Limits of Current LLMs in Interpreting Implicit Content of Political Discourse ↗Walter Paci, Alessandro Panunzi, Sandro Pezzelle1 citation
Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection ↗Hoang Phan, Victor Li, Qi Lei1 citation
ThinkSwitcher: When to Think Hard, When to Think Fast ↗Guosheng Liang, Longguang Zhong, Ziyi Yang et al.1 citation
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement ↗Xiaoqing Zhang, Yuhan Liu, Flood Sung et al.1 citation
Thunder-DeID: Accurate and Efficient De-identification Framework for Korean Court Judgments ↗Sungeun Hahm, Heejin Kim, Gyuseong Lee et al.1 citation
Time to Revisit Exact Match ↗Auss Abbood, Zaiqiao Meng, Nigel Collier1 citation
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach ↗Yuchen Yan, Aakash Kolekar, Sahika Genc et al.1 citation
ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models ↗Zihao Cheng, Hongru Wang, Zeming Liu et al.1 citation
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models ↗Milan Bhan, Yann Choho, Jean-Noël Vittaut et al.1 citation
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ↗Hanyin Wang, Chufan Gao, Bolun Liu et al.1 citation
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ↗Qitao Qin, Yucong Luo, Yihang Lu et al.1 citation
Towards Conditioning Clinical Text Generation for User Control ↗Osman Alperen Koraş, Rabi Bahnan, Jens Kleesiek et al.1 citation
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models ↗Shintaro Ozaki, Kazuki Hayashi, Yusuke Sakai et al.1 citation
Towards Explainable Hate Speech Detection ↗Happy Khairunnisa Sariyanto, Diclehan Ulucan, Oguzhan Ulucan et al.1 citation
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation ↗Hui Huang, Julien Velcin, Yacine Kessaci1 citation
Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring ↗Heejin Do, Taehee Park, Sangwon Ryu et al.1 citation
Towards Universal Debiasing for Language Models-based Tabular Data Generation ↗Tianchun Li, Tianci Liu, Xingchen Wang et al.1 citation
Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis ↗Tereza Vrabcová, Marek Kadlčík, Petr Sojka et al.1 citation
Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation ↗Yang Wu, Yifan Zhang, Yurong Wu et al.1 citation
Training Language Model to Critique for Better Refinement ↗Tianshu Yu, Chao Xiang, Mingchuan Yang et al.1 citation
Training Long-Context LLMs Efficiently via Chunk-wise Optimization ↗Wenhao Li, Yuxin Zhang, Gen Luo et al.1 citation
Treble Counterfactual VLMs: A Causal Approach to Hallucination ↗Li Li, Jiashu Qu, Linxin Song et al.1 citation
Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning ↗Song Yu, Xiaofei Xu, Ke Deng et al.1 citation
TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance ↗Jingxian Xu, Mengyu Zhou, Weichang Liu et al.1 citation
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis ↗Xinyi Liu, Xiaoyi Zhang, Ziyun Zhang et al.1 citation
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets ↗Wenyu Wang, Mengqi Zhang, Xiaotian Ye et al.1 citation
USDC: A Dataset of $\underlineU$ser $\underlineS$tance and $\underlineD$ogmatism in Long $\underlineC$onversations ↗Mounika Marreddy, Subba Reddy Oota, Venkata Charan Chinni et al.1 citation
Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements ↗Metehan Oğuz, Yavuz Faruk Bakman, Duygu Nur Yaldiz1 citation
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy ↗Tunazzina Islam, Dan Goldwasser1 citation
Under the Shadow of Babel: How Language Shapes Reasoning in LLMs ↗Chenxi Wang, Yixuan Zhang, Lang Gao et al.1 citation
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews ↗Mengqiao Liu, Tevin Wang, Cassandra A. Cohen et al.1 citation
Understanding GUI Agent Localization Biases through Logit Sharpness ↗Xingjian Tao, Yiwei Wang, Yujun Cai et al.1 citation
Understanding and Improving Information Preservation in Prompt Compression for LLMs ↗Weronika Łajewska, Momchil Hardalov, Laura Aina et al.1 citation
Understanding the Influence of Synthetic Data for Text Embedders ↗Jacob Mitchell Springer, Vaibhav Adlakha, Siva Reddy et al.1 citation
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism ↗Zhiwei Wang, Yunji Wang, Zhongwang Zhang et al.1 citation
Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent ↗Lindsey Morgan Vanderlyn, Dirk Väth, Thang Vu1 citation
Unequal Scientific Recognition in the Age of LLMs ↗Yixuan Liu, Abel Elekes, Jianglin Lu et al.1 citation
UniSpeaker: A Unified Approach for Multimodality-driven Speaker Generation ↗Zhengyan Sheng, Zhihao Du, Heng Lu et al.1 citation
Unified Automated Essay Scoring and Grammatical Error Correction ↗SeungWoo Song, Junghun Yuk, ChangSu Choi et al.1 citation
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation ↗Stefan Vasilev, Christian Herold, Baohao Liao et al.1 citation
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs ↗Rao Ma, Mengjie Qian, Vyas Raina et al.1 citation
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland ↗Luca Rolshoven, Vishvaksenan Rasiah, Srinanda Brügger Bose et al.1 citation
Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach ↗Xiaoran Yin, Xu Luo, Hao Wu et al.1 citation
UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases ↗Raj Vardhan Tomar, Preslav Nakov, Yuxia Wang1 citation
Unveiling Confirmation Bias in Chain-of-Thought Reasoning ↗Yue Wan, Xiaowei Jia, Xiang Lorraine Li1 citation
User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs ↗Sougata Saha, Monojit Choudhury1 citation
VADE: Visual Attention Guided Hallucination Detection and Elimination ↗Vishnu Prabhakaran, Purav Aggarwal, Vinay Kumar Verma et al.1 citation
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ↗Jiahui Geng, Qing Li, Zongxiong Chen et al.1 citation
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs ↗Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary et al.1 citation
VeriFastScore: Speeding up long-form factuality evaluation ↗Rishanth Rajendhran, Amir Zadeh, Matthew Sarte et al.1 citation
VerifiAgent: a Unified Verification Agent in Language Model Reasoning ↗Jiuzhou Han, Wray Buntine, Ehsan Shareghi1 citation
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models ↗Zikang Liu, Kun Zhou, Wayne Xin Zhao et al.1 citation
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning ↗Daeun Lee, Jaehong Yoon, Jaemin Cho et al.1 citation
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format ↗Yueqian Wang, Xiaojun Meng, Yuxuan Wang et al.1 citation
Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction ↗Sam O'Connor Russell, Naomi Harte1 citation
Visual Program Distillation with Template-Based Augmentation ↗Michal Shlapentokh-Rothman, Yu-Xiong Wang, Derek Hoiem1 citation
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation ↗Hao Chen, Tianyu Shi, Pengran Huang et al.1 citation
Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach ↗Yurong Wu, Fangwen Mu, Qiuhong Zhang et al.1 citation
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models ↗Yongan Yu, Qingchen Hu, Xianda Du et al.1 citation
Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision ↗Yunfan Xie, Lixin Zou, Dan Luo et al.1 citation
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback ↗Minda Hu, Tianqing Fang, Jianshu Zhang et al.1 citation
Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ↗Bo Yuan, Yulin Chen, Yin Zhang1 citation
What Is Missing in Multilingual Visual Reasoning and How to Fix It ↗Yueqi Song, Simran Khanuja, Graham Neubig1 citation
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse ↗Shijia Zhou, Siyao Peng, Simon M. Luebke et al.1 citation
What can Large Language Models Capture about Code Functional Equivalence? ↗Nickil Maveli, Antonio Vergari, Shay B. Cohen1 citation
What is in a name? Mitigating Name Bias in Text Embedding Similarity via Anonymization ↗Sahil Manchanda, Pannaga Shivaswamy1 citation
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following ↗Keno Harada, Yudai Yamazaki, Masachika Taniguchi et al.1 citation
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA ↗Elisei Rykov, Kseniia Petrushina, Maksim Savkin et al.1 citation
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs ↗Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov et al.1 citation
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ↗Dayoon Ko, Jinyoung Kim, Sohyeon Kim 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