📅 Papers of 2025 — page 71,725 papers · papers of all years← prev 1 … 6 7 8 9 10 … 18 next →Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 13 citationsLoGU: Long-form Generation with Uncertainty ExpressionsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruihan Yang, Caiqi Zhang, Zhisong Zhang, et al.2025 · 13 citationsLong-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language ModelsarXiv:2505.03469Bin Yu, Hang Yuan, Haotian Li, et al.2025 · 13 citationsMix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented GenerationInternational Conference on Computational Linguistics (COLING)Zijie Zhong, Hanwen Liu, Xiaoya Cui, et al.2025 · 13 citationsNatural Language Processing RELIES on LinguisticsComputational LinguisticsJuri Opitz, Shira Wein, Nathan Schneider2025 · 13 citationsPangu Embedded: An Efficient Dual-system LLM Reasoner with MetacognitionarXiv:2505.22375Hanting Chen, Yasheng Wang, Kai Han, et al.2025 · 13 citationsPersonalized Text Generation with Contrastive Activation SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Jinghao Zhang, Yuting Liu, Wenjie Wang, et al.2025 · 13 citationsPOSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP)Yifei Wang, Feng Xiong, Yong Wang, et al.2025 · 13 citationsPrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and RestorationAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqian Zeng, Jianwei Wang, Junyao Yang, et al.2025 · 13 citationsPrompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case StudyInternational Conference on Computational Linguistics (COLING)Bowen Li, Wenhan Wu, Ziwei Tang, et al.2025 · 13 citationsQCRD: Quality-guided Contrastive Rationale Distillation for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Wang, Zhaowei Li, Qi Xu, et al.2025 · 13 citationsQwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement LearningarXiv:2505.17667Fanqi Wan, Weizhou Shen, Shengyi Liao, et al.2025 · 13 citationsSafer or Luckier? LLMs as Safety Evaluators Are Not Robust to ArtifactsAnnual Meeting of the Association for Computational Linguistics (ACL)Hongyu Chen, Seraphina Goldfarb-Tarrant2025 · 13 citationsSafety Alignment via Constrained Knowledge UnlearningAnnual Meeting of the Association for Computational Linguistics (ACL)Zesheng Shi, Yucheng Zhou, Jing Li, et al.2025 · 13 citationsSSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?Conference on Empirical Methods in Natural Language Processing (EMNLP)Senyu Li, Jiayi Wang, Felermino D. M. A. Ali, et al.2025 · 13 citationsSwan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and BenchmarksFindings of the Association for Computational LinguisticsGagan Bhatia, El Moatez Billah Nagoudi, Abdellah El Mekki, et al.2025 · 13 citationsTeaching Vision-Language Models to Ask: Resolving Ambiguity in Visual QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Pu Jian, Donglei Yu, Wen Yang, et al.2025 · 13 citationsThe Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Yuhan Liu, Zirui Song, Juntian Zhang, et al.2025 · 13 citationsThe Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task ExecutionarXiv:2510.25726Junlong Li, Wenshuo Zhao, Jian Zhao, et al.2025 · 13 citationsToken-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Artem Vazhentsev, Lyudmila Rvanova, Ivan Lazichny, et al.2025 · 13 citationsTowards a Unified Benchmark for Arabic Pronunciation Assessment: Quranic Recitation as Case StudyInterspeechYassine El Kheir, Omnia Ibrahim, Amit Meghanani, et al.2025 · 13 citationsVisuoThink: Empowering LVLM Reasoning with Multimodal Tree SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yikun Wang, Siyin Wang, Qinyuan Cheng, et al.2025 · 13 citationsWhat Is That Talk About? A Video-to-Text Summarization Dataset for Scientific PresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Dongqi Liu, Chenxi Whitehouse, Xi Yu, et al.2025 · 13 citationsWhat Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction TuningInternational Conference on Computational Linguistics (COLING)Yifan Du, Hangyu Guo, Kun Zhou, et al.2025 · 13 citationsA Multi-Dialectal Dataset for German Dialect ASR and Dialect-to-Standard Speech TranslationInterspeechVerena Blaschke, Miriam Winkler, Constantin Forster, et al.2025 · 12 citationsA Probabilistic Framework for LLM Hallucination Detection via Belief Tree PropagationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bairu Hou, Yang Zhang, Jacob Andreas, et al.2025 · 12 citationsActivation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State InterventionAnnual Meeting of the Association for Computational Linguistics (ACL)Jingran Su, Jingfan Chen, Hongxin Li, et al.2025 · 12 citationsAntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaobao Wu, Liangming Pan, Yuxi Xie, et al.2025 · 12 citationsArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem SolvingarXiv:2501.08203Zain Ul Abedin, Shahzeb Qamar, Lucie Flek, et al.2025 · 12 citationsBenchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Kuofeng Gao, Shu-Tao Xia, Ke Xu, et al.2025 · 12 citationsBMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Ercong Nie, Bo Shao, Mingyang Wang, et al.2025 · 12 citationsCan Large Language Models Address Open-Target Stance Detection?Findings of the Association for Computational LinguisticsAbu Ubaida Akash, Ahmed Fahmy, Amine Trabelsi2025 · 12 citationsCRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error ScenariosConference on Empirical Methods in Natural Language Processing (EMNLP)Shiting Huang, Zhen Fang, Zehui Chen, et al.2025 · 12 citationsDecoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text GenerationInternational Conference on Computational Linguistics (COLING)Esteban Garces Arias, Meimingwei Li, Christian Heumann, et al.2025 · 12 citationsDolomites: Domain-Specific Long-Form Methodical TasksTransactions of the Association for Computational Linguistics (TACL)Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, et al.2025 · 12 citationsEmpowering GraphRAG with Knowledge Filtering and IntegrationConference on Empirical Methods in Natural Language Processing (EMNLP)Kai Guo, Harry Shomer, Shenglai Zeng, et al.2025 · 12 citationsfrom Benign import Toxic: Jailbreaking the Language Model via Adversarial MetaphorsAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Yan, Sheng Sun, Zenghao Duan, et al.2025 · 12 citationsFrom Redundancy to Relevance: Information Flow in LVLMs Across Reasoning TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaofeng Zhang, Yihao Quan, Chen Shen, et al.2025 · 12 citationsGenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge1stWorkshop on GenAI Content Detection (GenAIDetect)Shammur Absar Chowdhury, Hind Almerekhi, Mucahid Kutlu, et al.2025 · 12 citationsHow Transliterations Improve Crosslingual AlignmentInternational Conference on Computational Linguistics (COLING)Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, et al.2025 · 12 citationsHunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets GenerationarXiv:2501.12202Zibo Zhao, Zeqiang Lai, Qingxiang Lin, et al.2025 · 12 citationsImproving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning ArgumentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, et al.2025 · 12 citationsLADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Jianghao Chen, Junhong Wu, Yangyifan Xu, et al.2025 · 12 citationsLaMP-QA: A Benchmark for Personalized Long-form Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Alireza Salemi, Hamed Zamani2025 · 12 citationsLatent Inter-User Difference Modeling for LLM PersonalizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yilun Qiu, Tianhao Shi, Xiaoyan Zhao, et al.2025 · 12 citationsLiterature Meets Data: A Synergistic Approach to Hypothesis GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Haokun Liu, Yangqiaoyu Zhou, Mingxuan Li, et al.2025 · 12 citationsLoRA-drop: Efficient LoRA Parameter Pruning based on Output EvaluationInternational Conference on Computational Linguistics (COLING)Hongyun Zhou, Xiangyu Lu, Wang Xu, et al.2025 · 12 citationsLost in Literalism: How Supervised Training Shapes Translationese in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yafu Li, Ronghao Zhang, Zhilin Wang, et al.2025 · 12 citationsMitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Hai-Long Sun, Zhun Sun, Houwen Peng, et al.2025 · 12 citationsModality-Aware Neuron Pruning for Unlearning in Multimodal Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zheyuan Liu, Guangyao Dou, Xiangchi Yuan, et al.2025 · 12 citationsMoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Xixi Wu, Yanchao Tan, Nan Hou, et al.2025 · 12 citationsMorphMark: Flexible Adaptive Watermarking for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zongqi Wang, Tianle Gu, Baoyuan Wu, et al.2025 · 12 citationsMultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languagesComputational LinguisticsDieuwke Hupkes, Nikolay Bogoychev2025 · 12 citationsPlease Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Di Wu, Seth Aycock, Christof Monz2025 · 12 citationsPlutus: Benchmarking Large Language Models in Low-Resource Greek FinanceConference on Empirical Methods in Natural Language Processing (EMNLP)Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, et al.2025 · 12 citationsPrompt-Guided Internal States for Hallucination Detection of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Fujie Zhang, Peiqi Yu, Biao Yi, et al.2025 · 12 citationsQualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and DescriptionsAnnual Meeting of the Association for Computational Linguistics (ACL)Siyin Wang, Wenyi Yu, Xianzhao Chen, et al.2025 · 12 citationsReading Between the Prompts: How Stereotypes Shape LLM's Implicit PersonalizationConference on Empirical Methods in Natural Language Processing (EMNLP)Vera Neplenbroek, Arianna Bisazza, Raquel Fernández2025 · 12 citationsREARANK: Reasoning Re-ranking Agent via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Le Zhang, Bo Wang, Xipeng Qiu, et al.2025 · 12 citationss3: You Don't Need That Much Data to Train a Search Agent via RLConference on Empirical Methods in Natural Language Processing (EMNLP)Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, et al.2025 · 12 citationsSAEs Are Good for Steering – If You Select the Right FeaturesConference on Empirical Methods in Natural Language Processing (EMNLP)Dana Arad, Aaron Mueller, Yonatan Belinkov2025 · 12 citationsSimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric KnowledgearXiv:2509.07968Lukas Haas, Gal Yona, Giovanni D'Antonio, et al.2025 · 12 citationsSKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language ModelsInternational Conference on Computational Linguistics (COLING)Huanxuan Liao, Shizhu He, Yupu Hao, et al.2025 · 12 citationsSocially Aware Language Technologies: Perspectives and PracticesComputational LinguisticsDiyi Yang, Dirk Hovy, David Jurgens, et al.2025 · 12 citationsThe Impact of Token Granularity on the Predictive Power of Language Model SurprisalAnnual Meeting of the Association for Computational Linguistics (ACL)Byung-Doh Oh, William Schuler2025 · 12 citationsThe Token Tax: Systematic Bias in Multilingual TokenizationWorkshop on African Natural Language ProcessingJessica M. Lundin, Ada Zhang, Nihal Karim, et al.2025 · 12 citationsToDi: Token-wise Distillation via Fine-Grained Divergence ControlConference on Empirical Methods in Natural Language Processing (EMNLP)Seongryong Jung, Suwan Yoon, DongGeon Kim, et al.2025 · 12 citationsToo Consistent to Detect: A Study of Self-Consistent Errors in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Hexiang Tan, Fei Sun, Sha Liu, et al.2025 · 12 citationsTripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Cheng Xu, Nan Yan2025 · 12 citationsVLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual CuesAnnual Meeting of the Association for Computational Linguistics (ACL)Jianshu Zhang, Dongyu Yao, Renjie Pi, et al.2025 · 12 citationsWhat Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and LengthConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Lindia Tjuatja, Graham Neubig, Tal Linzen, et al.2025 · 12 citationsWhen To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM ReasoningarXiv:2504.01005Nishad Singhi, Hritik Bansal, Arian Hosseini, et al.2025 · 12 citationsWhose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User PersonasAnnual Meeting of the Association for Computational Linguistics (ACL)Nishant Balepur, Vishakh Padmakumar, Fumeng Yang, et al.2025 · 12 citationsA Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Tatiana Anikina, Jan Cegin, Jakub Simko, et al.2025 · 11 citationsAdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak DefenderConference on Empirical Methods in Natural Language Processing (EMNLP)Weixiang Zhao, Jiahe Guo, Yulin Hu, et al.2025 · 11 citationsAfrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and BeyondConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mardhiyah Sanni, Tassallah Abdullahi, Devendra Deepak Kayande, et al.2025 · 11 citationsAIN: The Arabic INclusive Large Multimodal ModelarXiv:2502.00094Ahmed Heakl, Sara Ghaboura, Omkar Thawkar, et al.2025 · 11 citationsAlgerian DialectApplied SciencesZakaria Benmounah, Abdennour Boulesnane2025 · 11 citationsAligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data FilteringAnnual Meeting of the Association for Computational Linguistics (ACL)Shuzheng Si, Haozhe Zhao, Gang Chen, et al.2025 · 11 citationsBalancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxuan Zhou, Margret Keuper, Mario Fritz2025 · 11 citationsBeyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionInternational Conference on Computational Linguistics (COLING)Yuming Yang, Wantong Zhao, Caishuang Huang, et al.2025 · 11 citationsCalibrating Verbal Uncertainty as a Linear Feature to Reduce HallucinationsConference on Empirical Methods in Natural Language Processing (EMNLP)Ziwei Ji, Lei Yu, Yeskendir Koishekenov, et al.2025 · 11 citationsCan LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?Annual Meeting of the Association for Computational Linguistics (ACL)Leyi Pan, Aiwei Liu, Shiyu Huang, et al.2025 · 11 citationsCan LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research PapersAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijian Xu, Yilun Zhao, Manasi Patwardhan, et al.2025 · 11 citationsCan Multimodal Large Language Models Understand Spatial Relations?Annual Meeting of the Association for Computational Linguistics (ACL)Jingping Liu, Ziyan Liu, Zhedong Cen, et al.2025 · 11 citationsChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature SummaryInternational Conference on Computational Linguistics (COLING)Yutong Li, Lu Chen, Aiwei Liu, et al.2025 · 11 citationsCondor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and RefinementAnnual Meeting of the Association for Computational Linguistics (ACL)Maosong Cao, Taolin Zhang, Mo Li, et al.2025 · 11 citationsConfidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhe Yang, Yichang Zhang, Yudong Wang, et al.2025 · 11 citationsCross-Lingual Auto Evaluation for Assessing Multilingual LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh, et al.2025 · 11 citationsDiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine TranslationComputational LinguisticsFederico Martelli, Stefano Perrella, Niccolò Campolungo, et al.2025 · 11 citationsDiffusion Models Through a Global Lens: Are They Culturally Inclusive?Annual Meeting of the Association for Computational Linguistics (ACL)Zahra Bayramli, Ayhan Suleymanzade, Na Min An, et al.2025 · 11 citationsDistilling LLM Agent into Small Models with Retrieval and Code ToolsarXiv:2505.17612Minki Kang, Jongwon Jeong, Seanie Lee, et al.2025 · 11 citationsDo Large Language Models Mirror Cognitive Language Processing?International Conference on Computational Linguistics (COLING)Yuqi Ren, Renren Jin, Tongxuan Zhang, et al.2025 · 11 citationsEgalitarian Language Representation in Language Models: It All Begins with TokenizersInternational Conference on Computational Linguistics (COLING)Menan Velayuthan, Kengatharaiyer Sarveswaran2025 · 11 citationsExplainability and Interpretability of Multilingual Large Language Models: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Lucas Resck, Isabelle Augenstein, Anna Korhonen2025 · 11 citationsExplaining Relationships Among Research PapersInternational Conference on Computational Linguistics (COLING)Xiangci Li, Jessica Ouyang2025 · 11 citationsFeature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zihao Li, Xu Wang, Yuzhe Yang, et al.2025 · 11 citationsFrom Language to Cognition: How LLMs Outgrow the Human Language NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Badr AlKhamissi, Greta Tuckute, Yingtian Tang, et al.2025 · 11 citationsGrammaMT: Improving Machine Translation with Grammar-Informed In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Rita Ramos, Everlyn Asiko Chimoto, Maartje Ter Hoeve, et al.2025 · 11 citationsGrounding Multilingual Multimodal LLMs With Cultural KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP)Jean De Dieu Nyandwi, Yueqi Song, Simran Khanuja, et al.2025 · 11 citations← prev 1 … 6 7 8 9 10 … 18 next →↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2025/page/7/