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

3,414 papers · page 11 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

HALLUCANA: Fixing LLM Hallucination with A Canary Lookahead ↗Tianyi Li, Erenay Dayanik, Shubhi Tyagi et al.2 citations
Hatevolution: What Static Benchmarks Don't Tell Us ↗Chiara Di Bonaventura, Barbara McGillivray, Yulan He et al.2 citations
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning ↗Xiaoyuan Li, Moxin Li, Rui Men et al.2 citations
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation ↗Shijie Zhang, Renhao Li, Songsheng Wang et al.2 citations
Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ↗Yue Li, Xin Yi, Dongsheng Shi et al.2 citations
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training ↗Yixin Ou, Yunzhi Yao, Ningyu Zhang et al.2 citations
How Do Multilingual Language Models Remember Facts? ↗Constanza Fierro, Negar Foroutan, Desmond Elliott et al.2 citations
How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations ↗Yoshiki Takenami, Yin Jou Huang, Yugo Murawaki et al.2 citations
How Personality Traits Shape LLM Risk-Taking Behaviour ↗John Hartley, Conor Brian Hamill, Dale Seddon et al.2 citations
Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations ↗Zekun Wang, Jingjie Zeng, Yingxu Li et al.2 citations
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage ↗Guangwei Zhang, Qisheng Su, Jiateng Liu et al.2 citations
Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning ↗Jean Vassoyan, Nathanaël Beau, Roman Plaud2 citations
ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation ↗Yuan Tian, Minzheng Wang, Nan Xu et al.2 citations
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ↗Wen Yang, Junhong Wu, Chen Wang et al.2 citations
Improving Consistency in LLM Inference using Probabilistic Tokenization ↗Ashutosh Sathe, Divyanshu Aggarwal, Sunayana Sitaram2 citations
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ↗Orchid Chetia Phukan, Drishti Singh, Swarup Ranjan Behera et al.2 citations
Investigating the Transferability of Code Repair for Low-Resource Programming Languages ↗Kyle Wong, Alfonso Amayuelas, Liangming Pan et al.2 citations
Investigating the Zone of Proximal Development of Language Models for In-Context Learning ↗Peng Cui, Mrinmaya Sachan2 citations
Jailbreaking with Universal Multi-Prompts ↗Yu-Ling Hsu, Hsuan Su, Shang-Tse Chen2 citations
Joint Enhancement of Relational Reasoning for Long-Context LLMs ↗Zhirui Chen, Wei Shen, Jiashui Huang et al.2 citations
Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction ↗Jianpeng Hu, Chao Xue, Chunqing Yu et al.2 citations
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge ↗Chiyu Ma, Enpei Zhang, Yilun Zhao et al.2 citations
Just KIDDIN' : Knowledge Infusion and Distillation for Detection of INdecent Memes ↗Rahul Garg, Trilok Padhi, Hemang Jain et al.2 citations
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ↗Jiaqi Li, Yixuan Tang, Yi Yang2 citations
Krikri: Advancing Open Large Language Models for Greek ↗Dimitris Roussis, Leon Voukoutis, Georgios Paraskevopoulos et al.2 citations
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus ↗Xiaoming Shi, Zeming Liu, Yiming Lei et al.2 citations
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ↗Bofei Gao, Zefan Cai, Runxin Xu et al.2 citations
LLM-Based Web Data Collection for Research Dataset Creation ↗Thomas Berkane, Marie-Laure Charpignon, Maimuna S. Majumder2 citations
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ↗Tianyi Ma, Yiyue Qian, Zehong Wang et al.2 citations
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media ↗Haiqi Zhang, Zhengyuan Zhu, Zeyu Zhang et al.2 citations
LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models ↗Xinxin Li, Huiyao Chen, Chengjun Liu et al.2 citations
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ↗Yen-Shan Chen, Jing Jin, Peng-Ting Kuo et al.2 citations
LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests ↗Jon Saad-Falcon, Rajan Pathe Vivek, William Berrios et al.2 citations
LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ↗Naomi Baes, Raphael Merx, Nick Haslam et al.2 citations
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions ↗Chenming Tang, Zhixiang Wang, Hao Sun et al.2 citations
Large Language Models Still Exhibit Bias in Long Text ↗Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour et al.2 citations
Large Language Models for Predictive Analysis: How Far Are They? ↗Qin Chen, Yuanyi Ren, Xiaojun Ma et al.2 citations
Large Vocabulary Size Improves Large Language Models ↗Sho Takase, Ryokan Ri, Shun Kiyono et al.2 citations
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases ↗Santosh T.Y.S.S, Isaac Misael Olguín Nolasco, Matthias Grabmair2 citations
Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning ↗Zixin Guo, Jiayang Sun, Tzu-Jui Julius Wang et al.2 citations
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation ↗Takyoung Kim, Kyungjae Lee, Young Rok Jang et al.2 citations
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning ↗Kepu Zhang, Guofu Xie, Weijie Yu et al.2 citations
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors ↗Rao Ma, Tongzhou Chen, Kartik Audhkhasi et al.2 citations
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion ↗Guoliang Zhu, Tao Ren, Dandan Wang et al.2 citations
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ↗Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao et al.2 citations
LexTime: A Benchmark for Temporal Ordering of Legal Events ↗Claire Barale, Leslie Barrett, Vikram Sunil Bajaj et al.2 citations
Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System ↗Lang Qin, Yao Zhang, Hongru Liang et al.2 citations
LoRA-PAR: A Flexible Dual-System LoRA Partitioning Approach to Efficient LLM Fine-Tuning ↗Yining Huang, Bin Li, Keke Tang et al.2 citations
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ↗Jiayi Gui, Yiming Liu, Jiale Cheng et al.2 citations
Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs ↗Yiyang Luo, Ke Lin, Chao Gu et al.2 citations
Low-Rank Interconnected Adaptation across Layers ↗Yibo Zhong, Jinman Zhao, Yao Zhou2 citations
M3HG: Multimodal, Multi-scale, and Multi-type Node Heterogeneous Graph for Emotion Cause Triplet Extraction in Conversations ↗Qiao Liang, Ying Shen, Tiantian Chen et al.2 citations
MADD: Multi-Agent Drug Discovery Orchestra ↗Gleb Vitalevich Solovev, Alina Borisovna Zhidkovskaya, Anastasia Orlova et al.2 citations
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ↗Shuo Yang, Caren Han, Siwen Luo et al.2 citations
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation ↗Jungyeon Lee, Lee Kangmin, Taeuk Kim2 citations
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ↗Yiwei Fu, Yuxing Zhang, Chunchun Chen et al.2 citations
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data ↗Vageesh Kumar Saxena, Benjamin Ashpole, Gijs Van Dijck et al.2 citations
MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ↗Kurt Micallef, Claudia Borg2 citations
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs ↗Zilu Dong, Xiangqing Shen, Rui Xia2 citations
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ↗Yicheng Chen, Yining Li, Kai Hu et al.2 citations
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ↗Yeong-Joon Ju, Ho-Joong Kim, Seong-Whan Lee2 citations
MM-R$^3$: On (In-)Consistency of Vision-Language Models (VLMs) ↗Shih-Han Chou, Shivam Chandhok, Jim Little et al.2 citations
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ↗Shanshan Liu, Menglong Lu, Zhen Huang et al.2 citations
MPO: Boosting LLM Agents with Meta Plan Optimization ↗Weimin Xiong, Yifan Song, Qingxiu Dong et al.2 citations
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching ↗Fabian David Schmidt, Florian Schneider, Chris Biemann et al.2 citations
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning ↗Xinglin Wang, Shaoxiong Feng, Yiwei Li et al.2 citations
Maximum Score Routing For Mixture-of-Experts ↗Bowen Dong, Yilong Fan, Yutao Sun et al.2 citations
MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework ↗Md Shahidul Salim, Lian Fu, Arav Adikesh Ramakrishnan et al.2 citations
Memorization vs. Reasoning: Updating LLMs with New Knowledge ↗Aochong Oliver Li, Tanya Goyal2 citations
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ↗Haris Riaz, Sourav Sanjukta Bhabesh, Vinayak Arannil et al.2 citations
MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages ↗Chen Zhang, Mingxu Tao, Zhiyuan Liao et al.2 citations
Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems ↗Abdulla Alshabanah, Murali Annavaram2 citations
MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization ↗Duy A. Nguyen, Rishi Kesav Mohan, Shimeng Yang et al.2 citations
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA ↗Patryk Marszałek, Klaudia Bałazy, Jacek Tabor et al.2 citations
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ↗Indira Sen, Marlene Lutz, Elisa Rogers et al.2 citations
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding ↗Kyungmin Min, Minbeom Kim, Kang-il Lee et al.2 citations
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ↗Xinlong Chen, Yuanxing Zhang, Qiang Liu et al.2 citations
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts ↗Lin Ning, Harsh Lara, Meiqi Guo et al.2 citations
Modeling Subjectivity in Cognitive Appraisal with Language Models ↗Yuxiang Zhou, Hainiu Xu, Desmond C. Ong et al.2 citations
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges ↗Cheng Qian, Hongyi Du, Hongru Wang et al.2 citations
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression ↗Jiebin Zhang, Dawei Zhu, Yifan Song et al.2 citations
Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ↗Maodong Li, Longyin Zhang, Fang Kong2 citations
MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References ↗Koki Horiguchi, Tomoyuki Kajiwara, Takashi Ninomiya et al.2 citations
MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts ↗Qing Wang, Xue Han, Jiahui Wang et al.2 citations
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ↗Zhiqian Qin, Yuanfeng Song, Jinwei Lu et al.2 citations
Multilingual Collaborative Defense for Large Language Models ↗Hongliang Li, Jinan Xu, Gengping Cui et al.2 citations
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization ↗Yen-Ju Lu, Ting-Yao Hu, Hema Swetha Koppula et al.2 citations
Narrative Media Framing in Political Discourse ↗Yulia Otmakhova, Lea Frermann2 citations
Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models ↗Yusuf Sali, Sıtkı Can Toraman2 citations
Neuro-Symbolic Query Compiler ↗Yuyao Zhang, Zhicheng Dou, Xiaoxi Li et al.2 citations
NeuronMerge: Merging Models via Functional Neuron Groups ↗Wangyun Gu, Qianghua Gao, Zhang Li-Xin et al.2 citations
Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios ↗Saba Ghanbari Haez, Mauro Dragoni2 citations
No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery ↗Xiaoxue Han, Pengfei Hu, Chang Lu et al.2 citations
NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark ↗Vladislav Mikhailov, Tita Enstad, David Samuel et al.2 citations
Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition ↗Kyuhee Kim, Sangah Lee2 citations
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ↗Eric Modesitt, Ke Yang, Spencer Hulsey et al.2 citations
Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding ↗Shulei Wang, Shuai Yang, Wang Lin et al.2 citations
On Collaborating Small and Large Models For Few-shot Intent Detection ↗Peng Chen, Bang Wang2 citations
On Guardrail Models' Robustness to Mutations and Adversarial Attacks ↗Elias Bassani, Ignacio Sanchez2 citations
On Using Arabic Language Dialects in Recommendation Systems ↗Abdulla Alshabanah, Murali Annavaram2 citations

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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