---
title: "EMNLP 2025 — all accepted papers, page 18 — Elamur Research"
description: "All 2,086 papers of EMNLP 2025 · page 18 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 18 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

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1701. **[More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning ↗](https://aclanthology.org/2025.emnlp-industry.43/)**Yike Zhao, Simin Guo, Ziqing Yang et al. · Industry Track
1702. **[Morpheme Induction for Emergent Language ↗](https://aclanthology.org/2025.emnlp-main.1284/)**Brendon Boldt, David R. Mortensen
1703. **[MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation ↗](https://aclanthology.org/2025.emnlp-main.720/)**Yifei Song, Claire Gardent
1704. **[MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning ↗](https://aclanthology.org/2025.emnlp-main.690/)**Wenshuo Zhao, Haoxing Zhai, Xinyu Qiu et al.
1705. **[Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? ↗](https://aclanthology.org/2025.emnlp-main.1731/)**Luca Moroni, Javier Aula-Blasco, Simone Conia et al.
1706. **[Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification ↗](https://aclanthology.org/2025.emnlp-industry.147/)**Huike Zou, Haiyang Yang, Yindu Su et al. · Industry Track
1707. **[Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation ↗](https://aclanthology.org/2025.emnlp-main.891/)**Yusuke Noro
1708. **[Multi-view-guided Passage Reranking with Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1459/)**Jeongwoo Na, Jun Kwon, Eunseong Choi et al.
1709. **[MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions ↗](https://aclanthology.org/2025.emnlp-main.927/)**Yeliang Xiu, Yongmei Liu
1710. **[Multilingual Dialogue Generation and Localization with Dialogue Act Scripting ↗](https://aclanthology.org/2025.emnlp-main.1670/)**Justin Vasselli, Eunike Andriani Kardinata, Yusuke Sakai et al.
1711. **[Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants ↗](https://aclanthology.org/2025.emnlp-main.770/)**Jiaxin Li, Geng Zhao, Xiaoci Zhang
1712. **[Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks ↗](https://aclanthology.org/2025.emnlp-main.1773/)**Roksana Goworek, Haim Dubossarsky
1713. **[Multimedia Event Extraction with LLM Knowledge Editing ↗](https://aclanthology.org/2025.emnlp-main.205/)**Jiaao Yu, Yijing Lin, Zhipeng Gao et al.
1714. **[MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion ↗](https://aclanthology.org/2025.emnlp-main.508/)**Xin Song, Liu Haiyan, Haiyang Wang et al.
1715. **[MuseScorer: Idea Originality Scoring At Scale ↗](https://aclanthology.org/2025.emnlp-main.1009/)**Ali Sarosh Bangash, Krish Veera, Ishfat Abrar Islam et al.
1716. **[MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform ↗](https://aclanthology.org/2025.emnlp-main.146/)**Hayoung Jung, Shravika Mittal, Ananya Aatreya et al.
1717. **[NILE: Internal Consistency Alignment in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.412/)**Minda Hu, Qiyuan Zhang, Yufei Wang et al.
1718. **[NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning ↗](https://aclanthology.org/2025.emnlp-main.1586/)**Yue Fang, Shaohan Huang, Xin Yu et al.
1719. **[NLP+Code: Code Intelligence in Language Models ↗](https://aclanthology.org/2025.emnlp-tutorials.4/)**Terry Yue Zhuo, Qian Liu, Zijian Wang et al. · Tutorial Abstracts
1720. **[NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines ↗](https://aclanthology.org/2025.emnlp-main.364/)**Jinyang Zhang, Kexin Yang, Yu Wan et al.
1721. **[NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning ↗](https://aclanthology.org/2025.emnlp-main.378/)**Wei Liu, Siya Qi, Xinyu Wang et al.
1722. **[NUTMEG: Separating Signal From Noise in Annotator Disagreement ↗](https://aclanthology.org/2025.emnlp-main.144/)**Jonathan Ivey, Susan Gauch, David Jurgens
1723. **[Neuro-Symbolic Natural Language Processing ↗](https://aclanthology.org/2025.emnlp-tutorials.6/)**André Freitas, Marco Valentino, Danilo Silva de Carvalho · Tutorial Abstracts
1724. **[NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning ↗](https://aclanthology.org/2025.emnlp-main.555/)**Zhi Zhang, Yixian Shen, Congfeng Cao et al.
1725. **[Neuron-Level Differentiation of Memorization and Generalization in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.812/)**Ko-Wei Huang, Yi-Fu Fu, Ching-Yu Tsai et al.
1726. **[No Need for Explanations: LLMs can implicitly learn from mistakes in-context ↗](https://aclanthology.org/2025.emnlp-main.1686/)**Lisa Alazraki, Maximilian Mozes, Jon Ander Campos et al.
1727. **[Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection ↗](https://aclanthology.org/2025.emnlp-main.186/)**Yang Wu, Ruijia Wang, Jie Wu
1728. **[NormXLogit: The Head-on-Top Never Lies ↗](https://aclanthology.org/2025.emnlp-main.1769/)**Sina Abbasi, Mohammad Reza Modarres, Mohammad Taher Pilehvar
1729. **[Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions ↗](https://aclanthology.org/2025.emnlp-main.830/)**Emmy Liu, Amanda Bertsch, Lintang Sutawika et al.
1730. **[Nullspace Disentanglement for Red Teaming Language Models ↗](https://aclanthology.org/2025.emnlp-main.1083/)**Yi Han, Yuanxing Liu, Weinan Zhang et al.
1731. **[OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent ↗](https://aclanthology.org/2025.emnlp-main.938/)**Bowen Chen, Zhao Wang, Shingo Takamatsu
1732. **[ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities ↗](https://aclanthology.org/2025.emnlp-main.1453/)**Yifan Duan, Yihong Tang, Kehai Chen et al.
1733. **[On Assigning Product and Software Codes to Customer Service Requests with Large Language Models ↗](https://aclanthology.org/2025.emnlp-industry.76/)**Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du et al. · Industry Track
1734. **[On LLM-Based Scientific Inductive Reasoning Beyond Equations ↗](https://aclanthology.org/2025.emnlp-main.476/)**Brian S. Lin, Jiaxin Yuan, Zihan Zhou et al.
1735. **[On Pruning State-Space LLMs ↗](https://aclanthology.org/2025.emnlp-main.950/)**Tamer Ghattas, Michael Hassid, Roy Schwartz
1736. **[On Relation-Specific Neurons in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.52/)**Yihong Liu, Runsheng Chen, Lea Hirlimann et al.
1737. **[On the Role of Model Prior in Real-World Inductive Reasoning ↗](https://aclanthology.org/2025.emnlp-main.534/)**Zhuo Liu, Ding Yu, Hangfeng He
1738. **[On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts ↗](https://aclanthology.org/2025.emnlp-main.1008/)**Linlu Qiu, Cedegao E. Zhang, Joshua B. Tenenbaum et al.
1739. **[One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues ↗](https://aclanthology.org/2025.emnlp-main.1123/)**Huy Quang Dao, Lizi Liao
1740. **[Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp ↗](https://aclanthology.org/2025.emnlp-demos.77/)**Nina Smirnova, Muhammad Ahsan Shahid, Philipp Mayr · System Demonstrations
1741. **[Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama ↗](https://aclanthology.org/2025.emnlp-demos.31/)**Tianyang Xu, Hongqiu Wu, Weiqi Wu et al. · System Demonstrations
1742. **[OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model ↗](https://aclanthology.org/2025.emnlp-demos.70/)**Chen Wang, Tianyu Peng, Wen Yang et al. · System Demonstrations
1743. **[Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis ↗](https://aclanthology.org/2025.emnlp-main.1133/)**Yehang Zhang, Xinli Xu, Xiaojie Xu et al.
1744. **[Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation ↗](https://aclanthology.org/2025.emnlp-main.1382/)**Qianxi He, Qianyu He, Jiaqing Liang et al.
1745. **[P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs ↗](https://aclanthology.org/2025.emnlp-main.242/)**Yidan Zhang, Yu Wan, Boyi Deng et al.
1746. **[PACHAT: Persona-Aware Speech Assistant for Multi-party Dialogue ↗](https://aclanthology.org/2025.emnlp-main.1492/)**Dongjie Fu, Xize Cheng, Linjun Li et al.
1747. **[PAFT: Prompt-Agnostic Fine-Tuning ↗](https://aclanthology.org/2025.emnlp-main.37/)**Chenxing Wei, Mingwen Ou, Ying He et al. · 🏆 SAC Highlight Award
1748. **[PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications ↗](https://aclanthology.org/2025.emnlp-industry.14/)**Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda et al. · Industry Track
1749. **[PERSEVAL: A Framework for Perspectivist Classification Evaluation ↗](https://aclanthology.org/2025.emnlp-main.1137/)**Soda Marem Lo, Silvia Casola, Erhan Sezerer et al.
1750. **[POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation ↗](https://aclanthology.org/2025.emnlp-main.78/)**Yifei Wang, Feng Xiong, Yong Wang et al.
1751. **[PRISM: Efficient Long-Range Reasoning With Short-Context LLMs ↗](https://aclanthology.org/2025.emnlp-main.517/)**Dulhan Jayalath, James Bradley Wendt, Nicholas Monath et al.
1752. **[PSET: a Phonetics-Semantics Evaluation Testbed ↗](https://aclanthology.org/2025.emnlp-main.373/)**Gianluca Sperduti, Dong Nguyen · 🏆 SAC Highlight Award
1753. **[Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation ↗](https://aclanthology.org/2025.emnlp-main.1030/)**Yen-Ju Lu, Thomas Thebaud, Laureano Moro-Velazquez et al.
1754. **[PakBBQ: A Culturally Adapted Bias Benchmark for QA ↗](https://aclanthology.org/2025.emnlp-main.818/)**Abdullah Hashmat, Muhammad Arham Mirza, Agha Ali Raza
1755. **[PanicToCalm: A Proactive Counseling Agent for Panic Attacks ↗](https://aclanthology.org/2025.emnlp-main.649/)**Jihyun Lee, Yejin Min, San Kim et al.
1756. **[Parallel Continuous Chain-of-Thought with Jacobi Iteration ↗](https://aclanthology.org/2025.emnlp-main.47/)**Haoyi Wu, Zhihao Teng, Kewei Tu
1757. **[Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1366/)**Senjie Jin, Lu Chen, Zhiheng Xi et al.
1758. **[Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline ↗](https://aclanthology.org/2025.emnlp-main.762/)**Meng Lu, Ruochen Zhang, Carsten Eickhoff et al.
1759. **[PathwiseRAG: Multi-Dimensional Exploration and Integration Framework ↗](https://aclanthology.org/2025.emnlp-main.1167/)**Hengrui Zhang, Pin-Siang Huang, Zhen Zhang et al.
1760. **[Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks ↗](https://aclanthology.org/2025.emnlp-main.71/)**Sarfaroz Yunusov, Kaige Chen, Kazi Nishat Anwar et al.
1761. **[Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them ↗](https://aclanthology.org/2025.emnlp-main.1726/)**Emanuele Moscato, Tiancheng Hu, Matthias Orlikowski et al.
1762. **[Personalized LLM Decoding via Contrasting Personal Preference ↗](https://aclanthology.org/2025.emnlp-main.1723/)**Hyungjune Bu, ChanJoo Jung, Minjae Kang et al.
1763. **[Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD ↗](https://aclanthology.org/2025.emnlp-main.81/)**Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu et al.
1764. **[Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time ↗](https://aclanthology.org/2025.emnlp-main.901/)**Yifan Lan, Yuanpu Cao, Weitong Zhang et al.
1765. **[PhonoThink: Improving Large Language Models' Reasoning on Chinese Phonological Ambiguities ↗](https://aclanthology.org/2025.emnlp-main.961/)**Jianfei Ma, Zhaoxin Feng, Emmanuele Chersoni et al.
1766. **[Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research ↗](https://aclanthology.org/2025.emnlp-demos.22/)**Richard Diehl Martinez, David Demitri Africa, Yuval Weiss et al. · System Demonstrations
1767. **[Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis ↗](https://aclanthology.org/2025.emnlp-main.781/)**Haoming Huang, Yibo Yan, Jiahao Huo et al.
1768. **[Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts ↗](https://aclanthology.org/2025.emnlp-main.1262/)**Michal Golovanevsky, William Rudman, Michael A. Lepori et al.
1769. **[Planning-Aware Code Infilling via Horizon-Length Prediction ↗](https://aclanthology.org/2025.emnlp-main.1672/)**Yifeng Ding, Hantian Ding, Shiqi Wang et al.
1770. **[PledgeTracker: A System for Monitoring the Fulfilment of Pledges ↗](https://aclanthology.org/2025.emnlp-demos.64/)**Yulong Chen, Michael Sejr Schlichtkrull, Zhenyun Deng et al. · System Demonstrations
1771. **[PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization ↗](https://aclanthology.org/2025.emnlp-main.404/)**Xu Sun, Lionel Delphin-Poulat, Christèle Tarnec et al.
1772. **[PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech ↗](https://aclanthology.org/2025.emnlp-industry.6/)**Michel Wong, Ali Alshehri, Sophia Kao et al. · Industry Track
1773. **[Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs ↗](https://aclanthology.org/2025.emnlp-main.595/)**Ayush Gupta, Ramneet Kaur, Anirban Roy et al.
1774. **[PoseStitch-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation ↗](https://aclanthology.org/2025.emnlp-main.698/)**Abhinav Joshi, Vaibhav Sharma, Sanjeet Singh et al.
1775. **[Power doesn't reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data ↗](https://aclanthology.org/2025.emnlp-main.749/)**Pavan Sai Balaga, Nagasamudram Karthik, Challa Vishwanath et al.
1776. **[Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment ↗](https://aclanthology.org/2025.emnlp-main.497/)**Tong Zhang, Kuofeng Gao, Jiawang Bai et al.
1777. **[Predicate-Guided Generation for Mathematical Reasoning ↗](https://aclanthology.org/2025.emnlp-main.462/)**Jiajun Chen, Yik-Cheung Tam
1778. **[Predicting Cross-lingual Trends in Microblogs ↗](https://aclanthology.org/2025.emnlp-industry.36/)**Satoshi Akasaki · Industry Track
1779. **[Predicting Prosodic Boundaries for Children's Texts ↗](https://aclanthology.org/2025.emnlp-main.1623/)**Mansi Dhamne, Sneha Raman, Preeti Rao
1780. **[PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks ↗](https://aclanthology.org/2025.emnlp-main.393/)**Yunuo Liu, Dawei Zhu, Zena Al-Khalili et al.
1781. **[PrimeX: A Dataset of Worldview, Opinion, and Explanation ↗](https://aclanthology.org/2025.emnlp-main.1256/)**Rik Koncel-Kedziorski, Brihi Joshi, Tim Paek
1782. **[Prior Prompt Engineering for Reinforcement Fine-Tuning ↗](https://aclanthology.org/2025.emnlp-main.1590/)**Pittawat Taveekitworachai, Potsawee Manakul, Sarana Nutanong et al.
1783. **[Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection ↗](https://aclanthology.org/2025.emnlp-main.1048/)**Hong Zhang, Feng Zhao, Ruilin Zhao et al.
1784. **[PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning ↗](https://aclanthology.org/2025.emnlp-industry.53/)**Mohammad Kachuee, Teja Gollapudi, Minseok Kim et al. · Industry Track
1785. **[ProCut: LLM Prompt Compression via Attribution Estimation ↗](https://aclanthology.org/2025.emnlp-industry.20/)**Zhentao Xu, Fengyi Li, Albert C. Chen et al. · Industry Track
1786. **[ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning ↗](https://aclanthology.org/2025.emnlp-main.1570/)**Rui Wang, Bohao Li, Xiyang Dai et al.
1787. **[Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction ↗](https://aclanthology.org/2025.emnlp-main.1694/)**Jinwook Park, Kangil Kim
1788. **[Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding ↗](https://aclanthology.org/2025.emnlp-main.234/)**Yun-Shiuan Chuang, Sameer Narendran, Nikunj Harlalka et al.
1789. **[Probing Logical Reasoning of MLLMs in Scientific Diagrams ↗](https://aclanthology.org/2025.emnlp-main.542/)**Yufei Wang, Adriana Kovashka
1790. **[Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1449/)**Luca Mitran, Sophie Wu, Andrew Piper
1791. **[Probing and Boosting Large Language Models Capabilities via Attention Heads ↗](https://aclanthology.org/2025.emnlp-main.1450/)**Dezhi Zhao, Xin Liu, Xiaocheng Feng et al.
1792. **[ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments ↗](https://aclanthology.org/2025.emnlp-main.635/)**Dong Wang, Xinghang Li, Zhengshen Zhang et al.
1793. **[Procedural Environment Generation for Tool-Use Agents ↗](https://aclanthology.org/2025.emnlp-main.936/)**Michael Sullivan, Mareike Hartmann, Alexander Koller
1794. **[Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis ↗](https://aclanthology.org/2025.emnlp-main.1265/)**Hanxi Guo, Siyuan Cheng, Xiaolong Jin et al.
1795. **[PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation ↗](https://aclanthology.org/2025.emnlp-demos.19/)**Eliya Habba, Noam Dahan, Gili Lior et al. · System Demonstrations
1796. **[PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality ↗](https://aclanthology.org/2025.emnlp-main.1651/)**Byeongho Yu, Changhun Lee, Jun-gyu Jin et al.
1797. **[PunMemeCN: A Benchmark to Explore Vision-Language Models' Understanding of Chinese Pun Memes ↗](https://aclanthology.org/2025.emnlp-main.944/)**Zhijun Xu, Siyu Yuan, Yiqiao Zhang et al.
1798. **[Puzzled by Puzzles: When Vision-Language Models Can't Take a Hint ↗](https://aclanthology.org/2025.emnlp-main.1101/)**Heekyung Lee, Jiaxin Ge, Tsung-Han Wu et al.
1799. **[QFrCoLA: a Quebec-French Corpus of Linguistic Acceptability Judgments ↗](https://aclanthology.org/2025.emnlp-main.6/)**David Beauchemin, Richard Khoury
1800. **[QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models ↗](https://aclanthology.org/2025.emnlp-main.1445/)**Kuei-Chun Kao, Hsu Tzu-Yin, Yunqi Hong et al.

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