📅 Papers of 2025 — page 91,725 papers · papers of all years← prev 1 … 8 9 10 … 18 next →AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentInternational Conference on Computational Linguistics (COLING)Yilong Lai, Jialong Wu, Congzhi Zhang, et al.2025 · 9 citationsAdvancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training StagesarXiv:2501.14002Zui Chen, Tianqiao Liu, Mi Tian, et al.2025 · 9 citationsAraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsArabic Natural Language Processing Conference (ArabicNLP)Aisha Alansari, Hamzah Luqman2025 · 9 citationsBELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Taolin Zhang, Dongyang Li, Qizhou Chen, et al.2025 · 9 citationsBetween Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Y. Hu, Jackson Petty, Chuan Shi, et al.2025 · 9 citationsBeware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 9 citationsCan Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical StudyInternational Conference on Computational Linguistics (COLING)Mingyang Song, Mao Zheng, Xuan Luo2025 · 9 citationsCenturio: On Drivers of Multilingual Ability of Large Vision-Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Gregor Geigle, Florian Schneider, Carolin Holtermann, et al.2025 · 9 citationsChatBench: From Static Benchmarks to Human-AI EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Serina Chang, Ashton Anderson, Jake M. Hofman2025 · 9 citationsChild-Directed Language Does Not Consistently Boost Syntax Learning in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Francesca Padovani, Jaap Jumelet, Yevgen Matusevych, et al.2025 · 9 citationsCIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English1stWorkshop on GenAI Content Detection (GenAIDetect)Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Oluwatobi Joseph Abiola, et al.2025 · 9 citationsConstructions are Revealed in Word DistributionsConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Rozner, Leonie Weissweiler, Kyle Mahowald, et al.2025 · 9 citationsDevelopmentally-plausible Working Memory Shapes a Critical Period for Language AcquisitionAnnual Meeting of the Association for Computational Linguistics (ACL)Masato Mita, Ryo Yoshida, Yohei Oseki2025 · 9 citationsDRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian CultureConference on Empirical Methods in Natural Language Processing (EMNLP)Arijit Maji, Raghvendra Kumar, Akash Ghosh, et al.2025 · 9 citationsEvaluating Pixel Language Models on Non-Standardized LanguagesInternational Conference on Computational Linguistics (COLING)Alberto Muñoz-Ortiz, Verena Blaschke, Barbara Plank2025 · 9 citationsExamining False Positives under Inference Scaling for Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Wang, Nan Yang, Liang Wang, et al.2025 · 9 citationsGraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language ModelsInternational Conference on Computational Linguistics (COLING)Zike Yuan, Ming Liu, Hui Wang, et al.2025 · 9 citationsGUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI AgentAnnual Meeting of the Association for Computational Linguistics (ACL)Bin Xie, Rui Shao, Gongwei Chen, et al.2025 · 9 citationsGuiding Reasoning in Small Language Models with LLM AssistancearXiv:2504.09923Yujin Kim, Euiin Yi, Minu Kim, et al.2025 · 9 citationsHi-GEC: Hindi Grammar Error Correction in Low Resource ScenarioInternational Conference on Computational Linguistics (COLING)Ujjwal Sharma, Pushpak Bhattacharyya2025 · 9 citationsHS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget ReallocationConference on Empirical Methods in Natural Language Processing (EMNLP)Feng Xiong, Hongling Xu, Yifei Wang, et al.2025 · 9 citationsHunyuanOCR Technical ReportarXiv:2511.19575Hunyuan Vision Team, Pengyuan Lyu, Xingyu Wan, et al.2025 · 9 citationsLanguage Models Fail to Introspect About Their Knowledge of LanguagearXiv:2503.07513Siyuan Song, Jennifer Hu, Kyle Mahowald2025 · 9 citationsLiger: Linearizing Large Language Models to Gated Recurrent StructuresarXiv:2503.01496Disen Lan, Weigao Sun, Jiaxi Hu, et al.2025 · 9 citationsNile-Chat: Egyptian Language Models for Arabic and Latin ScriptsArabic Natural Language Processing Conference (ArabicNLP)Guokan Shang, Hadi Abdine, Ahmad Chamma, et al.2025 · 9 citationsParenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Yongxin Xu, Ruizhe Zhang, Xinke Jiang, et al.2025 · 9 citationsPaths Not Taken: Understanding and Mending the Multilingual Factual Recall PipelineConference on Empirical Methods in Natural Language Processing (EMNLP)Meng Lu, Ruochen Zhang, Carsten Eickhoff, et al.2025 · 9 citationsPosition: LLMs Can be Good Tutors in English EducationConference on Empirical Methods in Natural Language Processing (EMNLP)Jingheng Ye, Shen Wang, Deqing Zou, et al.2025 · 9 citationsPragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Xi Chen, Shuo Wang2025 · 9 citationsProblem Solving Through Human–AI Preference-based CooperationComputational LinguisticsSubhabrata Dutta, Timo Kaufmann, Goran Glavaš, et al.2025 · 9 citationsRefining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and AlignmentarXiv:2501.13080Melissa Kazemi Rad, Huy Nghiem, Andy Luo, et al.2025 · 9 citationsReviewRL: Towards Automated Scientific Review with RLConference on Empirical Methods in Natural Language Processing (EMNLP)Sihang Zeng, Kai Tian, Kaiyan Zhang, et al.2025 · 9 citationsRGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language ModelInternational Conference on Computational Linguistics (COLING)Tengfei Feng, Liang He2025 · 9 citationsRTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaoyan Gong, Juan Li, Zhiqiang Liu, et al.2025 · 9 citationsSafeKey: Amplifying Aha-Moment Insights for Safety ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa, et al.2025 · 9 citationsSelf-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuo Li, Yuhao Du, Jinpeng Hu, et al.2025 · 9 citationsSibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense InferenceInternational Conference on Computational Linguistics (COLING)Lanrui Wang, Jiangnan Li, Chenxu Yang, et al.2025 · 9 citationsSpindleKV: 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. 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