📅 Papers of 2025 — page 101,852 papers · papers of all years← prev 1 … 9 10 11 … 19 next →SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep LayersAnnual Meeting of the Association for Computational Linguistics (ACL)Zicong Tang, Shi Luohe, Zuchao Li, et al.2025 · 9 citationsSteering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Anirudh Sundar, Sinead Williamson, Katherine Metcalf, et al.2025 · 9 citationsStrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMsFindings of the Association for Computational LinguisticsHaohan Yuan, Sukhwa Hong, Haopeng Zhang2025 · 9 citationsStructured Moral Reasoning in Language Models: A Value-Grounded Evaluation FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP)Mohna Chakraborty, Lu Wang, David Jurgens2025 · 9 citationsSynthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion DynamicsConference on Empirical Methods in Natural Language Processing (EMNLP)Jiarui Liu, Yueqi Song, Yunze Xiao, et al.2025 · 9 citationsTaming Language Models for Text-attributed Graph Learning with Decoupled AggregationAnnual Meeting of the Association for Computational Linguistics (ACL)Chuang Zhou, Zhu Wang, Shengyuan Chen, et al.2025 · 9 citationsTESS 2: A Large-Scale Generalist Diffusion Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jaesung Tae, Hamish Ivison, Sachin Kumar, et al.2025 · 9 citationsThe Mirage of Model Editing: Revisiting Evaluation in the WildAnnual Meeting of the Association for Computational Linguistics (ACL)Wanli Yang, Fei Sun, Jiajun Tan, et al.2025 · 9 citationsTheorem Prover as a Judge for Synthetic Data GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Joshua Ong Jun Leang, Giwon Hong, Wenda Li, et al.2025 · 9 citationsThinking Out Loud: Do Reasoning Models Know When They're Right?Conference on Empirical Methods in Natural Language Processing (EMNLP)Qingcheng Zeng, Weihao Xuan, Leyang Cui, et al.2025 · 9 citationsTowards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Shiyu Ni, Keping Bi, Jiafeng Guo, et al.2025 · 9 citationsTowards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific NeuronsInternational Conference on Computational Linguistics (COLING)Yongqi Leng, Deyi Xiong2025 · 9 citationsTriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated TagsInternational Conference on Computational Linguistics (COLING)Boyu Guan, Yining Zhang, Yang Zhao, et al.2025 · 9 citationsUnmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zixin Chen, Sicheng Song, KaShun Shum, et al.2025 · 9 citationsViLBench: A Suite for Vision-Language Process Reward ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)Haoqin Tu, Weitao Feng, Hardy Chen, et al.2025 · 9 citationsVisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bingrui Sima, Linhua Cong, Wenxuan Wang, et al.2025 · 9 citationsVisualWebInstruct: Scaling up Multimodal Instruction Data through Web SearchConference on Empirical Methods in Natural Language Processing (EMNLP)Yiming Jia, Jiachen Li, Xiang Yue, et al.2025 · 9 citationsVoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, et al.2025 · 9 citationsYou Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning StructuresarXiv:2508.06105Shengyuan Chen, Chuang Zhou, Zheng Yuan, et al.2025 · 9 citationsZero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checkingInternational Conference on Computational Linguistics (COLING)Dina Pisarevskaya, Arkaitz Zubiaga2025 · 9 citationsA Novel Dialect-Aware Framework for the Classification of Arabic Dialects and EmotionsarXiv:2502.09128 · Journal of Computer Science, 21(1) 2025, 88-95Nasser A Alsadhan2025 · 8 citationsAcquired TASTE: Multimodal Stance Detection with Textual and Structural EmbeddingsInternational Conference on Computational Linguistics (COLING)Guy Barel, Oren Tsur, Dan Vilenchik2025 · 8 citationsAdvancing Arabic Speech Recognition Through Large-Scale Weakly Supervised LearningarXiv:2504.12254Mahmoud Salhab; Marwan Elghitany; Shameed Sait; Syed Sibghat Ullah; Mohammad Abusheikh;, Hasan Abusheikh2025 · 8 citationsAdvancing Dialectal Arabic to Modern Standard Arabic Machine TranslationarXiv:2507.20301Abdullah Alabdullah, Lifeng Han, Chenghua Lin2025 · 8 citationsAgent-as-Judge for Factual Summarization of Long NarrativesConference on Empirical Methods in Natural Language Processing (EMNLP)Yeonseok Jeong, Minsoo Kim, Seung-won Hwang, et al.2025 · 8 citationsAnything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiulin Yang, Tatsuya Aoyama, Yuekun Yao, et al.2025 · 8 citationsAraHealthQA 2025: The First Shared Task on Arabic Health Question AnsweringArabic Natural Language Processing Conference (ArabicNLP)Hassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed, et al.2025 · 8 citationsAraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLPFindings of the Association for Computational LinguisticsAhmed Abul Hasanaath, Aisha Alansari, Ahmed Ashraf, et al.2025 · 8 citationsBabel: Open Multilingual Large Language Models Serving Over 90% of Global SpeakersarXiv:2503.00865Yiran Zhao, Chaoqun Liu, Yue Deng, et al.2025 · 8 citationsBeyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Ruibin Xiong, Yimeng Chen, Dmitrii Khizbullin, et al.2025 · 8 citationsCER: Confidence Enhanced Reasoning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Ali Razghandi, Seyed Mohammad Hadi Hosseini, Mahdieh Soleymani Baghshah2025 · 8 citationsCircuit Compositions: Exploring Modular Structures in Transformer-Based Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Philipp Mondorf, Sondre Wold, Barbara Plank2025 · 8 citationsContrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Zifeng Cheng, Zhonghui Wang, Yuchen Fu, et al.2025 · 8 citationsCool-Fusion: Fuse Large Language Models without TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Cong Liu, Xiaojun Quan, Yan Pan, et al.2025 · 8 citationsCulturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and SundaneseWorkshop on Multilingual Representation LearningSalsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto2025 · 8 citationsDiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Hang Wu, Hongkai Chen, Yujun Cai, et al.2025 · 8 citationsDiscourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yang Zhong, Diane Litman2025 · 8 citationsEfficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences FlawlesslyInternational Conference on Computational Linguistics (COLING)Peyman Hosseini, Ignacio Castro, Iacopo Ghinassi, et al.2025 · 8 citationsEmpowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer ModelsarXiv:2501.02599Jalisha Jashim Era, Bidyarthi Paul, Tahmid Sattar Aothoi, et al.2025 · 8 citationsEnhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-TuningInternational Conference on Computational Linguistics (COLING)Jing Bi, Yuting Wu, Weiwei Xing, et al.2025 · 8 citationsEquiBench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence CheckingConference on Empirical Methods in Natural Language Processing (EMNLP)Anjiang Wei, Jiannan Cao, Ran Li, et al.2025 · 8 citationsEvaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and GapsarXiv:2510.13430Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha, et al.2025 · 8 citationsExplanatory Summarization with Discourse-Driven PlanningTransactions of the Association for Computational Linguistics (TACL)Dongqi Liu, Xi Yu, Vera Demberg, et al.2025 · 8 citationsExploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMsWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Stefano Bannò, Kate M. Knill, Mark J. F. Gales2025 · 8 citationsExposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Joykirat Singh, Akshay Nambi, Vibhav Vineet2025 · 8 citationsFastMCTS: A Simple Sampling Strategy for Data SynthesisAnnual Meeting of the Association for Computational Linguistics (ACL)Peiji Li, Kai Lv, Yunfan Shao, et al.2025 · 8 citationsFrom Guidelines to Practice: A New Paradigm for Arabic Language Model EvaluationarXiv:2506.01920Serry Sibaee, Omer Nacar, Adel Ammar, et al.2025 · 8 citationsGenius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Fangzhi Xu, Hang Yan, Chang Ma, et al.2025 · 8 citationsIOLBENCH: Benchmarking LLMs on Linguistic ReasoningarXiv:2501.04249Satyam Goyal, Soham Dan2025 · 8 citationsLAQuer: Localized Attribution Queries in Content-grounded GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Eran Hirsch, Aviv Slobodkin, David Wan, et al.2025 · 8 citationsLeveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation AssessmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kwanghee Choi, Eunjung Yeo, Kalvin Chang, et al.2025 · 8 citationsLiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Pingjun Hong, Beiduo Chen, Siyao Peng, et al.2025 · 8 citationsLogicPro: Improving Complex Logical Reasoning via Program-Guided LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jin Jiang, Yuchen Yan, Yang Liu, et al.2025 · 8 citationsLuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence EmbeddingsInternational Conference on Computational Linguistics (COLING)Fred Philippy, Siwen Guo, Jacques Klein, et al.2025 · 8 citationsM2RC-EVAL: Massively Multilingual Repository-level Code Completion EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaheng Liu, Ken Deng, Congnan Liu, et al.2025 · 8 citationsMarco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Huifeng Yin, Yu Zhao, Minghao Wu, et al.2025 · 8 citationsModel Unlearning via Sparse Autoencoder Subspace Guided ProjectionsConference on Empirical Methods in Natural Language Processing (EMNLP)Xu Wang, Zihao Li, Benyou Wang, et al.2025 · 8 citationsNudging: Inference-time Alignment of LLMs via Guided DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Fei, Yasaman Razeghi, Sameer Singh2025 · 8 citationsOn Many-Shot In-Context Learning for Long-Context EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Kaijian Zou, Muhammad Khalifa, Lu Wang2025 · 8 citationsPAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative VerifierarXiv:2506.10406Yuhua Jiang, Yuwen Xiong, Yufeng Yuan, et al.2025 · 8 citationsPangu Ultra MoE: How to Train Your Big MoE on Ascend NPUsarXiv:2505.04519Yehui Tang, Yichun Yin, Yaoyuan Wang, et al.2025 · 8 citationsPiecing It All Together: Verifying Multi-Hop Multimodal ClaimsInternational Conference on Computational Linguistics (COLING)Haoran Wang, Aman Rangapur, Xiongxiao Xu, et al.2025 · 8 citationsPixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual CounterfactsConference on Empirical Methods in Natural Language Processing (EMNLP)Michal Golovanevsky, William Rudman, Michael A. Lepori, et al.2025 · 8 citationsReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QAConference on Empirical Methods in Natural Language Processing (EMNLP)Zhao Xinjie, Fan Gao, Xingyu Song, et al.2025 · 8 citationsReForm: Reflective Autoformalization with Prospective Bounded Sequence OptimizationarXiv:2510.24592Guoxin Chen, Jing Wu, Xinjie Chen, et al.2025 · 8 citationsRevisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?Annual Meeting of the Association for Computational Linguistics (ACL)Jiayu Liu, Qing Zong, Weiqi Wang, et al.2025 · 8 citationsrStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified DatasetConference on Neural Information Processing Systems (NeurIPS)Yifei Liu, Li Lyna Zhang, Yi Zhu, et al.2025 · 8 citationsSacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious QuestionsProceedings of the AAAI/ACM Conference on AI Ethics and SocietyFarah Atif, Nursultan Askarbekuly, Kareem Darwish, et al.2025 · 8 citationsSEED: Accelerating Reasoning Tree Construction via Scheduled Speculative DecodingInternational Conference on Computational Linguistics (COLING)Zhenglin Wang, Jialong Wu, Yilong Lai, et al.2025 · 8 citationsSelective Preference Optimization via Token-Level Reward Function EstimationConference on Empirical Methods in Natural Language Processing (EMNLP)Kailai Yang, Zhiwei Liu, Qianqian Xie, et al.2025 · 8 citationsSuperficial Self-Improved Reasoners Benefit from Model MergingConference on Empirical Methods in Natural Language Processing (EMNLP)Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu, et al.2025 · 8 citationsSurvey of Abstract Meaning Representation: Then, Now, FutureBehrooz MansouriMachine translation · 8 citationsT2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive ConceptsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziwei Huang, Wanggui He, Quanyu Long, et al.2025 · 8 citationsTableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyi He, Yihao Liu, Mengyu Zhou, et al.2025 · 8 citationsThe Dark Side of Function Calling: Pathways to Jailbreaking Large Language ModelsInternational Conference on Computational Linguistics (COLING)Zihui Wu, Haichang Gao, Jianping He, et al.2025 · 8 citationsThe Nature of NLP: Analyzing Contributions in NLP PapersAnnual Meeting of the Association for Computational Linguistics (ACL)Aniket Pramanick, Yufang Hou, Saif M. Mohammad, et al.2025 · 8 citationsTiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-TuningConference on Empirical Methods in Natural Language Processing (EMNLP)Jinman Zhao, Xueyan Zhang, Jiaru Li, et al.2025 · 8 citationsTL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning CompressionarXiv:2506.02678Zhong-Zhi Li, Xiao Liang, Zihao Tang, et al.2025 · 8 citationsTowards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human StatesAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Xiao, Jiashuo Wang, Qiancheng Xu, et al.2025 · 8 citationsUnveiling Language Competence Neurons: A Psycholinguistic Approach to Model InterpretabilityInternational Conference on Computational Linguistics (COLING)Xufeng Duan, Xinyu Zhou, Bei Xiao, et al.2025 · 8 citationsA Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic ContextarXiv:2501.06859Noureldin Zahran, Aya E. Fouda, Radwa J. Hanafy, et al.2025 · 7 citationsAdvancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal ModelsarXiv:2501.01034Bin Wang, Xunlong Zou, Shuo Sun, et al.2025 · 7 citationsALYMPICS: LLM Agents Meet Game TheoryInternational Conference on Computational Linguistics (COLING)Shaoguang Mao, Yuzhe Cai, Yan Xia, et al.2025 · 7 citationsArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language ModelsWorkshop on Arabic Corpus LinguisticsSalima Lamsiyah, Kamyar Zeinalipour, Samir El amrany, et al.2025 · 7 citationsBeyond Logits: Aligning Feature Dynamics for Effective Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Guoqiang Gong, Jiaxing Wang, Jin Xu, et al.2025 · 7 citationsCan LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context LearningInternational Conference on Computational Linguistics (COLING)Piyapath T. Spencer, Nanthipat Kongborrirak2025 · 7 citationsCancer-Myth: Evaluating Large Language Models on Patient Questions with False PresuppositionsarXiv:2504.11373Wang Bill Zhu, Tianqi Chen, Xinyan Velocity Yu, et al.2025 · 7 citationsCase2Code: Scalable Synthetic Data for Code GenerationInternational Conference on Computational Linguistics (COLING)Yunfan Shao, Linyang Li, Yichuan Ma, et al.2025 · 7 citationsContext Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Wenbin Hu, Haoran Li, Huihao Jing, et al.2025 · 7 citationsCUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource LanguagesInternational Conference on Computational Linguistics (COLING)Wenhao Zhuang, Yuan Sun2025 · 7 citationsDEBATE, TRAIN, EVOLVE: Self-Evolution of Language Model ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Gaurav Srivastava, Zhenyu Bi, Meng Lu, et al.2025 · 7 citationsDeliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Siheng Xiong, Ali Payani, Yuan Yang, et al.2025 · 7 citationsDial2MSA-Verified: A Multi-Dialect Arabic Social Media Dataset for Neural Machine Translation to Modern Standard ArabicWorkshop on Arabic Corpus LinguisticsAbdullah Khered, Youcef Benkhedda, Riza Batista-Navarro2025 · 7 citationsExploring the Limitations of Detecting Machine-Generated TextInternational Conference on Computational Linguistics (COLING)Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, et al.2025 · 7 citationsExploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP TasksInternational Conference on Computational Linguistics (COLING)Qintong Li, Leyang Cui, Lingpeng Kong, et al.2025 · 7 citationsFrom Words to Proverbs: Evaluating LLMs Linguistic and Cultural Competence in Saudi Dialects with AbsherarXiv:2507.10216Renad Al-Monef, Hassan Alhuzali, Nora Alturayeif, et al.2025 · 7 citationsGATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss TrainingarXiv:2505.24581Omer Nacar, Anis Koubaa, Serry Sibaee, et al.2025 · 7 citationsGet Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy MaximizationInternational Conference on Computational Linguistics (COLING)Zhaohan Zhang, Ziquan Liu, Ioannis Patras2025 · 7 citationsGUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience PredictionJessica Lin, Amir ZeldesEnglish · 7 citationsICLEval: Evaluating In-Context Learning Ability of Large Language ModelsInternational Conference on Computational Linguistics (COLING)Wentong Chen, Yankai Lin, ZhenHao Zhou, et al.2025 · 7 citations← prev 1 … 9 10 11 … 19 next →↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2025/page/10/