📅 Papers of 2025 — page 81,725 papers · papers of all years← prev 1 … 7 8 9 10 … 18 next →Hit the Sweet Spot! Span-Level Ensemble for Large Language ModelsInternational Conference on Computational Linguistics (COLING)Yangyifan Xu, Jianghao Chen, Junhong Wu, et al.2025 · 11 citationsHMoE: Heterogeneous Mixture of Experts for Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)An Wang, Xingwu Sun, Ruobing Xie, et al.2025 · 11 citationsHow well can LLMs Grade Essays in Arabic?arXiv:2501.16516Rayed Ghazawi, Edwin Simpson2025 · 11 citationsImproving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Huang, Xiaocheng Feng, Weitao Ma, et al.2025 · 11 citationsInfluences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt StylesAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxi Xia, Pedro Henrique Luz De Araujo, Klim Zaporojets, et al.2025 · 11 citationsIs That Your Final Answer? Test-Time Scaling Improves Selective Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)William Jurayj, Jeffrey Cheng, Benjamin Van Durme2025 · 11 citationsLayer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Li, Lijun Li, Zhenghao Lu, et al.2025 · 11 citationsLearning from Diverse Reasoning Paths with Routing and CollaborationConference on Empirical Methods in Natural Language Processing (EMNLP)Zhenyu Lei, Zhen Tan, Song Wang, et al.2025 · 11 citationsLIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaodong Wu, Minhao Wang, Yichen Liu, et al.2025 · 11 citationsMDCure: A Scalable Pipeline for Multi-Document Instruction-FollowingAnnual Meeting of the Association for Computational Linguistics (ACL)Gabrielle Kaili-May Liu, Bowen Shi, Avi Caciularu, et al.2025 · 11 citationsMeasuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable MetricAnnual Meeting of the Association for Computational Linguistics (ACL)Yuming Yang, Yang Nan, Junjie Ye, et al.2025 · 11 citationsMemorization or Reasoning? Exploring the Idiom Understanding of LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Jisu Kim, Youngwoo Shin, Uiji Hwang, et al.2025 · 11 citationsMEraser: An Effective Fingerprint Erasure Approach for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jingxuan Zhang, Zhenhua Xu, Rui Hu, et al.2025 · 11 citationsMulti-Attribute Steering of Language Models via Targeted InterventionAnnual Meeting of the Association for Computational Linguistics (ACL)Duy Nguyen, Archiki Prasad, Elias Stengel-Eskin, et al.2025 · 11 citationsNeural Parameter Search for Slimmer Fine-Tuned Models and Better TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Guodong Du, Zitao Fang, Jing Li, et al.2025 · 11 citationsPearl: A Multimodal Culturally-Aware Arabic Instruction DatasetFindings of the Association for Computational LinguisticsFakhraddin Alwajih, Samar M. Magdy, Abdellah El Mekki, et al.2025 · 11 citationsProlonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM ReasoningarXiv:2505.15154Jinghui Lu, Haiyang Yu, Siliang Xu, et al.2025 · 11 citationsReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Sun, Xingyu Qian, Weiwen Xu, et al.2025 · 11 citationsRecurrent Knowledge Identification and Fusion for Language Model Continual LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujie Feng, Xujia Wang, Zexin Lu, et al.2025 · 11 citationsRetrofitting Large Language Models with Dynamic TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Darius Feher, Ivan Vulić, Benjamin Minixhofer2025 · 11 citationsRoute Sparse Autoencoder to Interpret Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Shi, Sihang Li, Tao Liang, et al.2025 · 11 citationsSaRO: Enhancing LLM Safety through Reasoning-based AlignmentarXiv:2504.09420Yutao Mou, Yuxiao Luo, Shikun Zhang, et al.2025 · 11 citationsScaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal ModelsInternational Conference on Computational Linguistics (COLING)Xuanyu Lei, Zonghan Yang, Xinrui Chen, et al.2025 · 11 citationsSciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded TasksConference on Neural Information Processing Systems (NeurIPS)Yilun Zhao, Kaiyan Zhang, Tiansheng Hu, et al.2025 · 11 citationsSciVer: Evaluating Foundation Models for Multimodal Scientific Claim VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Chengye Wang, Yifei Shen, Zexi Kuang, et al.2025 · 11 citationsSecond Language (Arabic) Acquisition of LLMs via Progressive Vocabulary ExpansionAnnual Meeting of the Association for Computational Linguistics (ACL)Jianqing Zhu, Huang Huang, Zhihang Lin, et al.2025 · 11 citationsSeeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Weihao Xuan, Qingcheng Zeng, Heli Qi, et al.2025 · 11 citationsSelfElicit: Your Language Model Secretly Knows Where is the Relevant EvidenceAnnual Meeting of the Association for Computational Linguistics (ACL)Zhining Liu, Rana Ali Amjad, Ravinarayana Adkathimar, et al.2025 · 11 citationsSoundMind: RL-Incentivized Logic Reasoning for Audio-Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xingjian Diao, Chunhui Zhang, Keyi Kong, et al.2025 · 11 citationsSR-LLM: Rethinking the Structured Representation in Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahuan Zhang, Tianheng Wang, Hanqing Wu, et al.2025 · 11 citationsThe Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical ProofsarXiv:2506.21621Jasper Dekoninck, Ivo Petrov, Kristian Minchev, et al.2025 · 11 citationsUnraveling the Mechanics of Learning-Based Demonstration Selection for In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Hui Liu, Wenya Wang, Hao Sun, et al.2025 · 11 citationsVeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference FactsConference on Empirical Methods in Natural Language Processing (EMNLP)Xin Liu, Lechen Zhang, Sheza Munir, et al.2025 · 11 citationsWebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World ModelConference on Empirical Methods in Natural Language Processing (EMNLP)Tianqing Fang, Hongming Zhang, Zhisong Zhang, et al.2025 · 11 citationsWhat Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Gangwei Jiang, Yahui Liu, Zhaoyi Li, et al.2025 · 11 citationsWhen2Call: When (not) to Call ToolsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hayley Ross, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara2025 · 11 citationsA Survey of Code-switched Arabic NLP: Progress, Challenges, and Future DirectionsInternational Conference on Computational Linguistics (COLING)Injy Hamed, Caroline Sabty, Slim Abdennadher, et al.2025 · 10 citationsAlgorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case StudyAnnual Meeting of the Association for Computational Linguistics (ACL)Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, et al.2025 · 10 citationsAligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of RaceAnnual Meeting of the Association for Computational Linguistics (ACL)Lihao Sun, Chengzhi Mao, Valentin Hofmann, et al.2025 · 10 citationsAlphaOne: Reasoning Models Thinking Slow and Fast at Test TimeConference on Empirical Methods in Natural Language Processing (EMNLP)Junyu Zhang, Runpei Dong, Han Wang, et al.2025 · 10 citationsAlternate Preference Optimization for Unlearning Factual Knowledge in Large Language ModelsInternational Conference on Computational Linguistics (COLING)Anmol Mekala, Vineeth Dorna, Shreya Dubey, et al.2025 · 10 citationsAn Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Sun, Qianlong Du, Fuwei Cui, et al.2025 · 10 citationsAnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent PredictionConference on Empirical Methods in Natural Language Processing (EMNLP)Song Wang, Zhen Tan, Zihan Chen, et al.2025 · 10 citationsArabic Large Language Models for Medical Text GenerationarXiv:2509.10095Abdulrahman Allam, Seif Ahmed, Ali Hamdi, et al.2025 · 10 citationsAsk Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Jiayuan Zhu, Jiazhen Pan, Yuyuan Liu, et al.2025 · 10 citationsAudio-centric Video Understanding Benchmark without Text ShortcutConference on Empirical Methods in Natural Language Processing (EMNLP)Yudong Yang, Jimin Zhuang, Guangzhi Sun, et al.2025 · 10 citationsAutomated Progressive Red TeamingInternational Conference on Computational Linguistics (COLING)Bojian Jiang, Yi Jing, Tong Wu, et al.2025 · 10 citationsBeyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Yeyong Yu, Runsheng Yu, Haojie Wei, et al.2025 · 10 citationsBeyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RLarXiv:2505.17952Che Liu, Haozhe Wang, Jiazhen Pan, et al.2025 · 10 citationsBeyond the Surface: Measuring Self-Preference in LLM JudgmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhi-Yuan Chen, Hao Wang, Xinyu Zhang, et al.2025 · 10 citationsCan Graph Descriptive Order Affect Solving Graph Problems with LLMs?Annual Meeting of the Association for Computational Linguistics (ACL)Yuyao Ge, Shenghua Liu, Baolong Bi, et al.2025 · 10 citationsControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style ControlAnnual Meeting of the Association for Computational Linguistics (ACL)Shengpeng Ji, Qian Chen, Wen Wang, et al.2025 · 10 citationsCould Thinking Multilingually Empower LLM Reasoning?arXiv:2504.11833Changjiang Gao, Xu Huang, Wenhao Zhu, et al.2025 · 10 citationsCrisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Jinfeng Zhou, Yuxuan Chen, Jianing Yin, et al.2025 · 10 citationsCross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language ModelsarXiv:2506.05850Cheonbok Park; Jeonghoon Kim; Joosung Lee; Sanghwan Bae; Jaegul Choo;, Kang Min Yoo2025 · 10 citationsDecompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task DecompositionInternational Conference on Computational Linguistics (COLING)Sneheel Sarangi, Maha Elgarf, Hanan Salam2025 · 10 citationsDeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuoqun Li, Haiyang Yu, Xuanang Chen, et al.2025 · 10 citationsDiffusion vs. Autoregressive Language Models: A Text Embedding PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP)Siyue Zhang, Yilun Zhao, Liyuan Geng, et al.2025 · 10 citationsDisentangling Language and Culture for Evaluating Multilingual Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahao Ying, Wei Tang, Yiran Zhao, et al.2025 · 10 citationsDnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and AggregationInternational Conference on Computational Linguistics (COLING)Minzhi Li, Zhengyuan Liu, Shumin Deng, et al.2025 · 10 citationsEMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport AlignmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Minh-Phuc Truong, Hai An Vu, Tu Vu, et al.2025 · 10 citationsEvaluating Dialect Robustness of Language Models via Conversation UnderstandingWorkshop on Scaling Up Multilingual EvaluationDipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi2025 · 10 citationsFactual Dialogue Summarization via Learning from Large Language ModelsInternational Conference on Computational Linguistics (COLING)Rongxin Zhu, Jey Han Lau, Jianzhong Qi2025 · 10 citationsFedMKT: Federated Mutual Knowledge Transfer for Large and Small Language ModelsInternational Conference on Computational Linguistics (COLING)Tao Fan, Guoqiang Ma, Yan Kang, et al.2025 · 10 citationsFindings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches?Michal Novák, Miloslav Konopik, Anna Nedoluzhko, et al.Mova's core list · 10 citationsHunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-ThoughtarXiv:2505.15431Tencent Hunyuan Team, Ao Liu, Botong Zhou, et al.2025 · 10 citationsIgniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined RewardsConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaolong Wei, Bo Lu, Xingyu Zhang, et al.2025 · 10 citationsImplicit Reasoning in Large Language Models: A Comprehensive SurveyarXiv:2509.02350Jindong Li, Yali Fu, Li Fan, et al.2025 · 10 citationsImproving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key InformationConference on Empirical Methods in Natural Language Processing (EMNLP)Yao Chen, Jiawei Sheng, Wenyuan Zhang, et al.2025 · 10 citationsIncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute RandomizationInternational Joint Conference on Natural Language Processing (IJCNLP)Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, et al.2025 · 10 citationsInvestigating Idiomaticity in Word RepresentationsComputational LinguisticsWei He, Tiago Kramer Vieira, Marcos Garcia, et al.2025 · 10 citationsJustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language ModelsarXiv:2501.14851Michael K. Chen, Xikun Zhang, Dacheng Tao2025 · 10 citationsLet's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language ModelInternational Conference on Computational Linguistics (COLING)Haoyun Xu, Runzhe Zhan, Yingpeng Ma, et al.2025 · 10 citationsLeveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant EvaluationarXiv:2501.14275Sadegh Mahdavi, Muchen Li, Kaiwen Liu, et al.2025 · 10 citationsLLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through ProbingAnnual Meeting of the Association for Computational Linguistics (ACL)Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, et al.2025 · 10 citationsLLMs Struggle to Reject False Presuppositions when Misinformation Stakes are HigharXiv:2505.22354Judith Sieker, Clara Lachenmaier, Sina Zarrieß2025 · 10 citationsMathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction FusionAnnual Meeting of the Association for Computational Linguistics (ACL)Qizhi Pei, Lijun Wu, Zhuoshi Pan, et al.2025 · 10 citationsMOLE: Metadata Extraction and Validation in Scientific Papers Using LLMsFindings of the Association for Computational LinguisticsZaid Alyafeai, Maged S. Al-shaibani, Bernard Ghanem2025 · 10 citationsMultiple LLM Agents Debate for Equitable Cultural AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Dayeon Ki, Rachel Rudinger, Tianyi Zhou, et al.2025 · 10 citationsNeural Text Normalization for Luxembourgish Using Real-Life Variation DataWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Anne-Marie Lutgen, Alistair Plum, Christoph Purschke, et al.2025 · 10 citationsPlanning with Multi-Constraints via Collaborative Language AgentsInternational Conference on Computational Linguistics (COLING)Cong Zhang, Xin Deik Goh, Dexun Li, et al.2025 · 10 citationsProgressive Multimodal Reasoning via Active RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Guanting Dong, Chenghao Zhang, Mengjie Deng, et al.2025 · 10 citationsQU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance ReasoningArabic Natural Language Processing Conference (ArabicNLP)Mohammad AL-Smadi2025 · 10 citationsQwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory ManagementarXiv:2512.12967Weizhou Shen, Ziyi Yang, Chenliang Li, et al.2025 · 10 citationsREAL-Prover: Retrieval Augmented Lean Prover for Mathematical ReasoningarXiv:2505.20613Ziju Shen, Naohao Huang, Fanyi Yang, et al.2025 · 10 citationsRichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented GenerationInternational Conference on Computational Linguistics (COLING)Shuting Wang, Xin Yu, Mang Wang, et al.2025 · 10 citationsRoT: Enhancing Table Reasoning with Iterative Row-Wise TraversalsConference on Empirical Methods in Natural Language Processing (EMNLP)Xuanliang Zhang, Dingzirui Wang, Keyan Xu, et al.2025 · 10 citationsSkywork R1V2: Multimodal Hybrid Reinforcement Learning for ReasoningarXiv:2504.16656Peiyu Wang, Yichen Wei, Yi Peng, et al.2025 · 10 citationsSpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic DataAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Ogezi, Freda Shi2025 · 10 citationsSpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token PruningConference on Empirical Methods in Natural Language Processing (EMNLP)Yicheng Ji, Jun Zhang, Heming Xia, et al.2025 · 10 citationsStepwise Reasoning Disruption Attack of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Jingyu Peng, Maolin Wang, Xiangyu Zhao, et al.2025 · 10 citationsToken Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuchen Fu, Zifeng Cheng, Zhiwei Jiang, et al.2025 · 10 citationsToo Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMsInternational Conference on Computational Linguistics (COLING)Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan, et al.2025 · 10 citationsTransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated DataInternational Conference on Computational Linguistics (COLING)Yihong Liu, Chunlan Ma, Haotian Ye, et al.2025 · 10 citationsUnconditional Truthfulness: Learning Unconditional Uncertainty of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, et al.2025 · 10 citationsWildScore: Benchmarking MLLMs in-the-Wild Symbolic Music ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Gagan Mundada, Yash Vishe, Amit Namburi, et al.2025 · 10 citations100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language ModelsarXiv:2505.00551Chong Zhang, Yue Deng, Xiang Lin, et al.2025 · 9 citationsA Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future DirectionsFindings of the Association for Computational LinguisticsZhiqiang Shi, Ruchit Agrawal2025 · 9 citationsA Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLIFindings of the Association for Computational LinguisticsBeiduo Chen, Siyao Peng, Anna Korhonen, et al.2025 · 9 citationsAbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific ResearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Weiyuan Chen, Zhijian Xu, et al.2025 · 9 citations← prev 1 … 7 8 9 10 … 18 next →↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2025/page/8/