---
title: "EMNLP 2025 — all accepted papers, page 17 — Elamur Research"
description: "All 2,086 papers of EMNLP 2025 · page 17 of 21, the most cited first; those with our summary link to it."
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# EMNLP 2025: all accepted papers

2,086 papers · page 17 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

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1601. **[LLM-Guided Co-Training for Text Classification ↗](https://aclanthology.org/2025.emnlp-main.1583/)**Md Mezbaur Rahman, Cornelia Caragea
1602. **[LLMs Behind the Scenes: Enabling Narrative Scene Illustration ↗](https://aclanthology.org/2025.emnlp-main.124/)**Melissa Roemmele, John Joon Young Chung, Taewook Kim et al.
1603. **[LLMs cannot spot math errors, even when allowed to peek into the solution ↗](https://aclanthology.org/2025.emnlp-main.553/)**Kv Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar
1604. **[LLMs on a Budget? Say HOLA ↗](https://aclanthology.org/2025.emnlp-industry.71/)**Zohaib Hasan Siddiqui, Jiechao Gao, Ebad Shabbir et al. · Industry Track
1605. **[LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages ↗](https://aclanthology.org/2025.emnlp-main.881/)**Alham Fikri Aji, Trevor Cohn
1606. **[LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models ↗](https://aclanthology.org/2025.emnlp-industry.11/)**Yungi Kim, Hyunsoo Ha, Seonghoon Yang et al. · Industry Track
1607. **[LVLMs are Bad at Overhearing Human Referential Communication ↗](https://aclanthology.org/2025.emnlp-main.849/)**Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis et al.
1608. **[LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents ↗](https://aclanthology.org/2025.emnlp-main.1529/)**Taro Yano, Yoichi Ishibashi, Masafumi Oyamada
1609. **[LaTeXMT: Machine Translation for LaTeX Documents ↗](https://aclanthology.org/2025.emnlp-demos.56/)**Calvin Hoy, Samuel Frontull, Georg Moser · System Demonstrations
1610. **[Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models ↗](https://aclanthology.org/2025.emnlp-main.1617/)**Yue Li, Zhixue Zhao, Carolina Scarton
1611. **[LangVAE and LangSpace: Building and Probing for Language Model VAEs ↗](https://aclanthology.org/2025.emnlp-demos.57/)**Danilo Carvalho, Yingji Zhang, Harriet Unsworth et al. · System Demonstrations
1612. **[Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes ↗](https://aclanthology.org/2025.emnlp-main.132/)**Mingyang Wang, Lukas Lange, Heike Adel et al.
1613. **[Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations ↗](https://aclanthology.org/2025.emnlp-main.1170/)**Diogo Tavares, David Semedo, Alexander Rudnicky et al.
1614. **[Language Models Identify Ambiguities and Exploit Loopholes ↗](https://aclanthology.org/2025.emnlp-main.1677/)**Jio Choi, Mohit Bansal, Elias Stengel-Eskin
1615. **[Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing ↗](https://aclanthology.org/2025.emnlp-main.451/)**Yogesh Kumar
1616. **[Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark ↗](https://aclanthology.org/2025.emnlp-main.1018/)**Chihiro Taguchi, Seng Mai, Keita Kurabe et al.
1617. **[Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements ↗](https://aclanthology.org/2025.emnlp-main.1362/)**Guangxiang Zhao, Saier Hu, Xiaoqi Jian et al.
1618. **[Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers ↗](https://aclanthology.org/2025.emnlp-main.521/)**Milad Alshomary, Nikhil Reddy Varimalla, Vishal Anand et al.
1619. **[LeanK: Learnable K Cache Channel Pruning for Efficient Decoding ↗](https://aclanthology.org/2025.emnlp-main.1584/)**Yike Zhang, Zhiyuan He, Huiqiang Jiang et al.
1620. **[Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation ↗](https://aclanthology.org/2025.emnlp-main.336/)**Enci Zhang, Xingang Yan, Wei Lin et al.
1621. **[Learning Subjective Label Distributions via Sociocultural Descriptors ↗](https://aclanthology.org/2025.emnlp-main.1026/)**Mohammed Fayiz Parappan, Ricardo Henao
1622. **[Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation ↗](https://aclanthology.org/2025.emnlp-main.70/)**Haijian Ma, Daizong Liu, Xiaowen Cai et al.
1623. **[Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads ↗](https://aclanthology.org/2025.emnlp-industry.79/)**Yingxue Zhou, Tan Zhu, Tao Zeng et al. · Industry Track
1624. **[Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits ↗](https://aclanthology.org/2025.emnlp-industry.42/)**Nathaniel Berger, Johannes Eschbach-Dymanus, Miriam Exel et al. · Industry Track
1625. **[Lemmatization as a Classification Task: Results from Arabic across Multiple Genres](https://md.research.elamur.ai/free/en/papers/saeed-2025-lemmatization-as-classification-task-results/)**Mostafa Saeed, Nizar Habash*our summary*
1626. **[Lemmatization of Polish Multi-word Expressions ↗](https://aclanthology.org/2025.emnlp-main.1126/)**Magdalena Król, Aleksander Smywiński-Pohl, Zbigniew Kaleta et al. · 🏆 SAC Highlight Award
1627. **[Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions ↗](https://aclanthology.org/2025.emnlp-main.909/)**Nannan Huang, Haytham M. Fayek, Xiuzhen Zhang
1628. **[Less is More: The Effectiveness of Compact Typological Language Representations ↗](https://aclanthology.org/2025.emnlp-main.1310/)**York Hay Ng, Phuong Hanh Hoang, En-Shiun Annie Lee
1629. **[Let's Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models' Understanding of Sports ↗](https://aclanthology.org/2025.emnlp-main.769/)**Punit Kumar Singh, Nishant Kumar, Akash Ghosh et al.
1630. **[Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability ↗](https://aclanthology.org/2025.emnlp-main.850/)**Ruida Wang, Yuxin Li, Yi R. Fung et al.
1631. **[Leveraging LLMs to Streamline the Review of Public Funding Applications ↗](https://aclanthology.org/2025.emnlp-industry.143/)**João DS Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho et al. · Industry Track
1632. **[Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity ↗](https://aclanthology.org/2025.emnlp-main.1072/)**Zhaoyi Joey Hou, Adriana Kovashka, Xiang Lorraine Li
1633. **[Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context ↗](https://aclanthology.org/2025.emnlp-main.1406/)**Felermino D. M. A. Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
1634. **[Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains ↗](https://aclanthology.org/2025.emnlp-main.1766/)**Junghwan Kim, Haotian Zhang, David Jurgens
1635. **[Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees ↗](https://aclanthology.org/2025.emnlp-main.455/)**Stephen Meisenbacher, Maulik Chevli, Florian Matthes
1636. **[Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation ↗](https://aclanthology.org/2025.emnlp-main.1744/)**Sherrie Shen, Weixuan Wang, Alexandra Birch · 🏆 SAC Highlight Award
1637. **[Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation ↗](https://aclanthology.org/2025.emnlp-main.832/)**Ziniu Zhang, Zhenshuo Zhang, Dongyue Li et al.
1638. **[LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control ↗](https://aclanthology.org/2025.emnlp-demos.4/)**Mohamed Elgaar, Hadi Amiri · System Demonstrations
1639. **[LingGym: How Far Are LLMs from Thinking Like Field Linguists? ↗](https://aclanthology.org/2025.emnlp-main.69/)**Changbing Yang, Franklin Ma, Freda Shi et al. · 🏆 Outstanding Paper
1640. **[LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder ↗](https://aclanthology.org/2025.emnlp-main.1433/)**Yi Jing, Zijun Yao, Hongzhu Guo et al.
1641. **[LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions ↗](https://aclanthology.org/2025.emnlp-main.1734/)**Hongyu Sun, Yusuke Sakai, Haruki Sakajo et al.
1642. **[LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization ↗](https://aclanthology.org/2025.emnlp-main.340/)**Xujia Wang, Yunjia Qi, Bin Xu
1643. **[LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1054/)**Kang He, Kaushik Roy
1644. **[Logical Reasoning with Outcome Reward Models for Test-Time Scaling ↗](https://aclanthology.org/2025.emnlp-main.1326/)**Ramya Keerthy Thatikonda, Wray Buntine, Ehsan Shareghi
1645. **[Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition ↗](https://aclanthology.org/2025.emnlp-main.1751/)**Chenxin An, Zhihui Xie, Xiaonan Li et al.
1646. **[Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query ↗](https://aclanthology.org/2025.emnlp-main.1732/)**Yixuan Wang, Shiyu Ji, Yijun Liu et al.
1647. **[LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing ↗](https://aclanthology.org/2025.emnlp-main.327/)**Peng Wang, Biyu Zhou, Xuehai Tang et al.
1648. **[M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model ↗](https://aclanthology.org/2025.emnlp-main.1478/)**Yang Zhou, Pengfei Cao, Yubo Chen et al.
1649. **[MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval ↗](https://aclanthology.org/2025.emnlp-main.1582/)**Yifan Liu, Qianfeng Wen, Mark Zhao et al.
1650. **[MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness ↗](https://aclanthology.org/2025.emnlp-main.35/)**Junsheng Huang, Zhitao He, Yuchen Huang et al.
1651. **[MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation ↗](https://aclanthology.org/2025.emnlp-industry.26/)**Mingjin Li, Yu Liu, Huayi Liu et al. · Industry Track
1652. **[MAIN: Mutual Alignment Is Necessary for instruction tuning ↗](https://aclanthology.org/2025.emnlp-main.644/)**Fanyi Yang, Jianfeng Liu, Xin Zhang et al.
1653. **[MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation ↗](https://aclanthology.org/2025.emnlp-main.689/)**Woohyun Cho, Youngmin Kim, Sunghyun Lee et al.
1654. **[MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction ↗](https://aclanthology.org/2025.emnlp-industry.30/)**Peng Xing, Yinghui Li, Shirong Ma et al. · Industry Track
1655. **[MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization ↗](https://aclanthology.org/2025.emnlp-main.408/)**Chun Hu, Junhui He, Shangyu Wu et al.
1656. **[MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs ↗](https://aclanthology.org/2025.emnlp-main.1727/)**Chong Jun Rong Brian, Yixuan Tang, Anthony Kum Hoe Tung
1657. **[MR. Judge: Multimodal Reasoner as a Judge ↗](https://aclanthology.org/2025.emnlp-main.1021/)**Renjie Pi, Haoping Bai, Qibin Chen et al.
1658. **[MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities ↗](https://aclanthology.org/2025.emnlp-main.819/)**Sahil Verma, Keegan Hines, Jeff Bilmes et al.
1659. **[MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions ↗](https://aclanthology.org/2025.emnlp-main.1447/)**Ramaneswaran Selvakumar, Ashish Seth, Nishit Anand et al.
1660. **[MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.935/)**Zhen Zhang, Yifan Yang, Kai Zhen et al.
1661. **[Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking ↗](https://aclanthology.org/2025.emnlp-main.1269/)**Sujoy Sarkar, Gourav Sarkar, Manoj Balaji Jagadeeshan et al.
1662. **[Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1658/)**Chan Young Park, Jillian Fisher, Marius Memmel et al.
1663. **[Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates ↗](https://aclanthology.org/2025.emnlp-industry.75/)**Wen-Kwang Tsao, Yao-Ching Yu, Chien-Ming Huang · Industry Track
1664. **[Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting ↗](https://aclanthology.org/2025.emnlp-main.948/)**Jan Fillies, Michael Peter Hoffmann, Rebecca Reichel et al.
1665. **[Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline ↗](https://aclanthology.org/2025.emnlp-main.1560/)**Maithe van Noort, Michal Korenar, Jelke Bloem
1666. **[Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs ↗](https://aclanthology.org/2025.emnlp-main.896/)**Zhen Xiong, Yujun Cai, Zhecheng Li et al.
1667. **[Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support ↗](https://aclanthology.org/2025.emnlp-demos.13/)**Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf et al. · System Demonstrations
1668. **[Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks ↗](https://aclanthology.org/2025.emnlp-main.539/)**Kirill Semenov, Rico Sennrich
1669. **[Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations](https://md.research.elamur.ai/free/en/papers/agarwal-2025-mechanisms-vs-outcomes-probing-syntax/)**Ananth Agarwal, Jasper Jian, Christopher D Manning et al.*our summary*
1670. **[MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1609/)**Roman Christof, Farnaz Zeidi, Manuela Messelhäußer et al.
1671. **[Membership and Memorization in LLM Knowledge Distillation ↗](https://aclanthology.org/2025.emnlp-main.1015/)**Ziqi Zhang, Ali Shahin Shamsabadi, Hanxiao Lu et al.
1672. **[MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.890/)**Zixin Chen, Hongzhan Lin, Kaixin Li et al.
1673. **[Memorization $\neq$ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? ↗](https://aclanthology.org/2025.emnlp-main.1047/)**Boxiang Ma, Ru Li, Wang Yuanlong et al.
1674. **[Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging ↗](https://aclanthology.org/2025.emnlp-main.295/)**Lin Lu, Zhigang Zuo, Ziji Sheng et al.
1675. **[MessIRve: A Large-Scale Spanish Information Retrieval Dataset ↗](https://aclanthology.org/2025.emnlp-main.1412/)**Francisco Valentini, Viviana Cotik, Damián Furman et al.
1676. **[Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching ↗](https://aclanthology.org/2025.emnlp-demos.66/)**Hajime Hotta, Huu-Loi Le, Manh-Cuong Phan et al. · System Demonstrations
1677. **[Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1051/)**Hyeonseok Moon, Seongtae Hong, Jaehyung Seo et al.
1678. **[MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning ↗](https://aclanthology.org/2025.emnlp-main.882/)**Jingyan Shen, Jiarui Yao, Rui Yang et al. · 🏆 Outstanding Paper
1679. **[MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries ↗](https://aclanthology.org/2025.emnlp-main.1153/)**Jonghwi Kim, Deokhyung Kang, Seonjeong Hwang et al.
1680. **[MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing ↗](https://aclanthology.org/2025.emnlp-main.1719/)**Shiqi Wang, Qi Wang, Runliang Niu et al.
1681. **[Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning ↗](https://aclanthology.org/2025.emnlp-main.350/)**Zinan Tang, Xin Gao, Qizhi Pei et al.
1682. **[Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies ↗](https://aclanthology.org/2025.emnlp-main.761/)**Chi-Yun Chang, Xueyang Huang, Humaira Nasir et al.
1683. **[Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models ↗](https://aclanthology.org/2025.emnlp-main.777/)**Feng He, Chao Zhang, Zhixue Zhao
1684. **[Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting ↗](https://aclanthology.org/2025.emnlp-main.413/)**Rong Ma, Lei Wang, Yating Yang et al.
1685. **[Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents ↗](https://aclanthology.org/2025.emnlp-industry.17/)**Zhao Wang, Bowen Chen, Yotaro Shimose et al. · Industry Track
1686. **[Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning ↗](https://aclanthology.org/2025.emnlp-main.1108/)**Wei Huang, Anda Cheng, Yinggui Wang
1687. **[Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets ↗](https://aclanthology.org/2025.emnlp-main.976/)**Chenlin Liu, Minghui Fang, Patrick Zhang et al.
1688. **[Mixing Inference-time Experts for Enhancing LLM Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1077/)**Soumya Sanyal, Tianyi Xiao, Xiang Ren
1689. **[Mixture of Languages: Improved Multilingual Encoders Through Language Grouping ↗](https://aclanthology.org/2025.emnlp-main.1509/)**João Maria Janeiro, Belen Alastruey, Francisco Massa et al.
1690. **[Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization ↗](https://aclanthology.org/2025.emnlp-main.1166/)**Guanghui Song, Dongping Liao, Yiren Zhao et al.
1691. **[MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds ↗](https://aclanthology.org/2025.emnlp-main.294/)**Junxi Wu, Jinpeng Wang, Zheng Liu et al.
1692. **[ModRWKV: Transformer Multimodality in Linear Time ↗](https://aclanthology.org/2025.emnlp-main.204/)**Jiale Kang, Ziyin Yue, Qingyu Yin et al.
1693. **[Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores ↗](https://aclanthology.org/2025.emnlp-main.1534/)**Ashwin Ramaswamy, Nestor Demeure, Ermal Rrapaj
1694. **[Model Unlearning via Sparse Autoencoder Subspace Guided Projections ↗](https://aclanthology.org/2025.emnlp-main.1348/)**Xu Wang, Zihao Li, Benyou Wang et al.
1695. **[Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer ↗](https://aclanthology.org/2025.emnlp-main.1650/)**Abteen Ebrahimi, Adam Wiemerslage, Katharina von der Wense
1696. **[Model-based Large Language Model Customization as Service ↗](https://aclanthology.org/2025.emnlp-main.248/)**Zhaomin Wu, Jizhou Guo, Junyi Hou et al.
1697. **[ModelCitizens: Representing Community Voices in Online Safety ↗](https://aclanthology.org/2025.emnlp-main.1571/)**Ashima Suvarna, Christina Chance, Karolina Naranjo et al.
1698. **[Modeling Bottom-up Information Quality during Language Processing ↗](https://aclanthology.org/2025.emnlp-main.592/)**Cui Ding, Yanning Yin, Lena Ann Jäger et al.
1699. **[Mondrian: A Framework for Logical Abstract (Re)Structuring ↗](https://aclanthology.org/2025.emnlp-main.1709/)**Elizabeth Orwig, Shinwoo Park, Hyundong Jin et al.
1700. **[Moral Framing in Politics (MFiP): A new resource and models for moral framing ↗](https://aclanthology.org/2025.emnlp-main.1757/)**Ines Rehbein, Ines Reinig, Simone Paolo Ponzetto

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