Elamur Research⌕
☰
home / venues / EMNLP / 2025 / papers / page 17

EMNLP 2025: all accepted papers

2,086 papers · page 17 of 21 · the most cited first · ← EMNLP 2025

1 … 10 … 16 17 18 19 20 21

  1. LLM-Guided Co-Training for Text Classification ↗Md Mezbaur Rahman, Cornelia Caragea
  2. LLMs Behind the Scenes: Enabling Narrative Scene Illustration ↗Melissa Roemmele, John Joon Young Chung, Taewook Kim et al.
  3. LLMs cannot spot math errors, even when allowed to peek into the solution ↗Kv Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar
  4. LLMs on a Budget? Say HOLA ↗Zohaib Hasan Siddiqui, Jiechao Gao, Ebad Shabbir et al. · Industry Track
  5. LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages ↗Alham Fikri Aji, Trevor Cohn
  6. LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models ↗Yungi Kim, Hyunsoo Ha, Seonghoon Yang et al. · Industry Track
  7. LVLMs are Bad at Overhearing Human Referential Communication ↗Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis et al.
  8. LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents ↗Taro Yano, Yoichi Ishibashi, Masafumi Oyamada
  9. LaTeXMT: Machine Translation for LaTeX Documents ↗Calvin Hoy, Samuel Frontull, Georg Moser · System Demonstrations
  10. Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models ↗Yue Li, Zhixue Zhao, Carolina Scarton
  11. LangVAE and LangSpace: Building and Probing for Language Model VAEs ↗Danilo Carvalho, Yingji Zhang, Harriet Unsworth et al. · System Demonstrations
  12. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes ↗Mingyang Wang, Lukas Lange, Heike Adel et al.
  13. Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations ↗Diogo Tavares, David Semedo, Alexander Rudnicky et al.
  14. Language Models Identify Ambiguities and Exploit Loopholes ↗Jio Choi, Mohit Bansal, Elias Stengel-Eskin
  15. Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing ↗Yogesh Kumar
  16. Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark ↗Chihiro Taguchi, Seng Mai, Keita Kurabe et al.
  17. Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements ↗Guangxiang Zhao, Saier Hu, Xiaoqi Jian et al.
  18. Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers ↗Milad Alshomary, Nikhil Reddy Varimalla, Vishal Anand et al.
  19. LeanK: Learnable K Cache Channel Pruning for Efficient Decoding ↗Yike Zhang, Zhiyuan He, Huiqiang Jiang et al.
  20. Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation ↗Enci Zhang, Xingang Yan, Wei Lin et al.
  21. Learning Subjective Label Distributions via Sociocultural Descriptors ↗Mohammed Fayiz Parappan, Ricardo Henao
  22. Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation ↗Haijian Ma, Daizong Liu, Xiaowen Cai et al.
  23. Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads ↗Yingxue Zhou, Tan Zhu, Tao Zeng et al. · Industry Track
  24. Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits ↗Nathaniel Berger, Johannes Eschbach-Dymanus, Miriam Exel et al. · Industry Track
  25. Lemmatization as a Classification Task: Results from Arabic across Multiple GenresMostafa Saeed, Nizar Habashour summary
  26. Lemmatization of Polish Multi-word Expressions ↗Magdalena Król, Aleksander Smywiński-Pohl, Zbigniew Kaleta et al. · 🏆 SAC Highlight Award
  27. Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions ↗Nannan Huang, Haytham M. Fayek, Xiuzhen Zhang
  28. Less is More: The Effectiveness of Compact Typological Language Representations ↗York Hay Ng, Phuong Hanh Hoang, En-Shiun Annie Lee
  29. Let's Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models' Understanding of Sports ↗Punit Kumar Singh, Nishant Kumar, Akash Ghosh et al.
  30. Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability ↗Ruida Wang, Yuxin Li, Yi R. Fung et al.
  31. Leveraging LLMs to Streamline the Review of Public Funding Applications ↗João DS Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho et al. · Industry Track
  32. Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity ↗Zhaoyi Joey Hou, Adriana Kovashka, Xiang Lorraine Li
  33. Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context ↗Felermino D. M. A. Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
  34. Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains ↗Junghwan Kim, Haotian Zhang, David Jurgens
  35. Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees ↗Stephen Meisenbacher, Maulik Chevli, Florian Matthes
  36. Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation ↗Sherrie Shen, Weixuan Wang, Alexandra Birch · 🏆 SAC Highlight Award
  37. Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation ↗Ziniu Zhang, Zhenshuo Zhang, Dongyue Li et al.
  38. LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control ↗Mohamed Elgaar, Hadi Amiri · System Demonstrations
  39. LingGym: How Far Are LLMs from Thinking Like Field Linguists? ↗Changbing Yang, Franklin Ma, Freda Shi et al. · 🏆 Outstanding Paper
  40. LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder ↗Yi Jing, Zijun Yao, Hongzhu Guo et al.
  41. LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions ↗Hongyu Sun, Yusuke Sakai, Haruki Sakajo et al.
  42. LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization ↗Xujia Wang, Yunjia Qi, Bin Xu
  43. LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models ↗Kang He, Kaushik Roy
  44. Logical Reasoning with Outcome Reward Models for Test-Time Scaling ↗Ramya Keerthy Thatikonda, Wray Buntine, Ehsan Shareghi
  45. Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition ↗Chenxin An, Zhihui Xie, Xiaonan Li et al.
  46. Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query ↗Yixuan Wang, Shiyu Ji, Yijun Liu et al.
  47. LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing ↗Peng Wang, Biyu Zhou, Xuehai Tang et al.
  48. M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model ↗Yang Zhou, Pengfei Cao, Yubo Chen et al.
  49. MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval ↗Yifan Liu, Qianfeng Wen, Mark Zhao et al.
  50. MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness ↗Junsheng Huang, Zhitao He, Yuchen Huang et al.
  51. MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation ↗Mingjin Li, Yu Liu, Huayi Liu et al. · Industry Track
  52. MAIN: Mutual Alignment Is Necessary for instruction tuning ↗Fanyi Yang, Jianfeng Liu, Xin Zhang et al.
  53. MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation ↗Woohyun Cho, Youngmin Kim, Sunghyun Lee et al.
  54. MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction ↗Peng Xing, Yinghui Li, Shirong Ma et al. · Industry Track
  55. MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization ↗Chun Hu, Junhui He, Shangyu Wu et al.
  56. MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs ↗Chong Jun Rong Brian, Yixuan Tang, Anthony Kum Hoe Tung
  57. MR. Judge: Multimodal Reasoner as a Judge ↗Renjie Pi, Haoping Bai, Qibin Chen et al.
  58. MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities ↗Sahil Verma, Keegan Hines, Jeff Bilmes et al.
  59. MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions ↗Ramaneswaran Selvakumar, Ashish Seth, Nishit Anand et al.
  60. MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models ↗Zhen Zhang, Yifan Yang, Kai Zhen et al.
  61. Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking ↗Sujoy Sarkar, Gourav Sarkar, Manoj Balaji Jagadeeshan et al.
  62. Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning ↗Chan Young Park, Jillian Fisher, Marius Memmel et al.
  63. Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates ↗Wen-Kwang Tsao, Yao-Ching Yu, Chien-Ming Huang · Industry Track
  64. Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting ↗Jan Fillies, Michael Peter Hoffmann, Rebecca Reichel et al.
  65. Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline ↗Maithe van Noort, Michal Korenar, Jelke Bloem
  66. Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs ↗Zhen Xiong, Yujun Cai, Zhecheng Li et al.
  67. Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support ↗Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf et al. · System Demonstrations
  68. Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks ↗Kirill Semenov, Rico Sennrich
  69. Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic EvaluationsAnanth Agarwal, Jasper Jian, Christopher D Manning et al.our summary
  70. MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning ↗Roman Christof, Farnaz Zeidi, Manuela Messelhäußer et al.
  71. Membership and Memorization in LLM Knowledge Distillation ↗Ziqi Zhang, Ali Shahin Shamsabadi, Hanxiao Lu et al.
  72. MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models ↗Zixin Chen, Hongzhan Lin, Kaixin Li et al.
  73. Memorization $\neq$ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? ↗Boxiang Ma, Ru Li, Wang Yuanlong et al.
  74. Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging ↗Lin Lu, Zhigang Zuo, Ziji Sheng et al.
  75. MessIRve: A Large-Scale Spanish Information Retrieval Dataset ↗Francisco Valentini, Viviana Cotik, Damián Furman et al.
  76. Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching ↗Hajime Hotta, Huu-Loi Le, Manh-Cuong Phan et al. · System Demonstrations
  77. Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models ↗Hyeonseok Moon, Seongtae Hong, Jaehyung Seo et al.
  78. MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning ↗Jingyan Shen, Jiarui Yao, Rui Yang et al. · 🏆 Outstanding Paper
  79. MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries ↗Jonghwi Kim, Deokhyung Kang, Seonjeong Hwang et al.
  80. MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing ↗Shiqi Wang, Qi Wang, Runliang Niu et al.
  81. Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning ↗Zinan Tang, Xin Gao, Qizhi Pei et al.
  82. Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies ↗Chi-Yun Chang, Xueyang Huang, Humaira Nasir et al.
  83. Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models ↗Feng He, Chao Zhang, Zhixue Zhao
  84. Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting ↗Rong Ma, Lei Wang, Yating Yang et al.
  85. Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents ↗Zhao Wang, Bowen Chen, Yotaro Shimose et al. · Industry Track
  86. Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning ↗Wei Huang, Anda Cheng, Yinggui Wang
  87. Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets ↗Chenlin Liu, Minghui Fang, Patrick Zhang et al.
  88. Mixing Inference-time Experts for Enhancing LLM Reasoning ↗Soumya Sanyal, Tianyi Xiao, Xiang Ren
  89. Mixture of Languages: Improved Multilingual Encoders Through Language Grouping ↗João Maria Janeiro, Belen Alastruey, Francisco Massa et al.
  90. Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization ↗Guanghui Song, Dongping Liao, Yiren Zhao et al.
  91. MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds ↗Junxi Wu, Jinpeng Wang, Zheng Liu et al.
  92. ModRWKV: Transformer Multimodality in Linear Time ↗Jiale Kang, Ziyin Yue, Qingyu Yin et al.
  93. Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores ↗Ashwin Ramaswamy, Nestor Demeure, Ermal Rrapaj
  94. Model Unlearning via Sparse Autoencoder Subspace Guided Projections ↗Xu Wang, Zihao Li, Benyou Wang et al.
  95. Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer ↗Abteen Ebrahimi, Adam Wiemerslage, Katharina von der Wense
  96. Model-based Large Language Model Customization as Service ↗Zhaomin Wu, Jizhou Guo, Junyi Hou et al.
  97. ModelCitizens: Representing Community Voices in Online Safety ↗Ashima Suvarna, Christina Chance, Karolina Naranjo et al.
  98. Modeling Bottom-up Information Quality during Language Processing ↗Cui Ding, Yanning Yin, Lena Ann Jäger et al.
  99. Mondrian: A Framework for Logical Abstract (Re)Structuring ↗Elizabeth Orwig, Shinwoo Park, Hyundong Jin et al.
  100. Moral Framing in Politics (MFiP): A new resource and models for moral framing ↗Ines Rehbein, Ines Reinig, Simone Paolo Ponzetto

1 … 10 … 16 17 18 19 20 21

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/17/