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

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2001. **[Towards a Unified Paradigm of Concept Editing in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.930/)**Zhuowen Han, Xinwei Wu, Dan Shi et al.
2002. **[Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models ↗](https://aclanthology.org/2025.emnlp-main.1775/)**Tomohiro Sawada, Kartik Goyal
2003. **[Training LLMs to be Better Text Embedders through Bidirectional Reconstruction ↗](https://aclanthology.org/2025.emnlp-main.216/)**Chang Su, Dengliang Shi, Siyuan Huang et al.
2004. **[Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models ↗](https://aclanthology.org/2025.emnlp-main.33/)**Yilong Xu, Jinhua Gao, Xiaoming Yu et al.
2005. **[Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education ↗](https://aclanthology.org/2025.emnlp-main.1774/)**Arturo Oncevay, Elena Kochkina, Keshav Ramani et al.
2006. **[Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses ↗](https://aclanthology.org/2025.emnlp-industry.65/)**Subin An, Yugyeong Ji, Junyoung Kim et al. · Industry Track
2007. **[Transplant Then Regenerate: A New Paradigm for Text Data Augmentation ↗](https://aclanthology.org/2025.emnlp-main.702/)**Guangzhan Wang, Hongyu Zhang, Beijun Shen et al.
2008. **[TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering ↗](https://aclanthology.org/2025.emnlp-main.947/)**Boyi Zhang, Zhuo Liu, Hangfeng He
2009. **[TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent ↗](https://aclanthology.org/2025.emnlp-main.1386/)**Dominik Meier, Jan Philip Wahle, Paul Röttger et al.
2010. **[TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models ↗](https://aclanthology.org/2025.emnlp-main.940/)**Asif Hanif, Maha Tufail Agro, Fahad Shamshad et al.
2011. **[Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems ↗](https://aclanthology.org/2025.emnlp-main.1779/)**Adam Zahradník, Marek Suppa
2012. **[Truth, Trust, and Trouble: Medical AI on the Edge ↗](https://aclanthology.org/2025.emnlp-industry.69/)**Mohammad Anas Azeez, Rafiq Ali, Ebad Shabbir et al. · Industry Track
2013. **[TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs ↗](https://aclanthology.org/2025.emnlp-demos.54/)**Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang et al. · System Demonstrations
2014. **[Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation ↗](https://aclanthology.org/2025.emnlp-main.737/)**Shuyun Yang, Yan Zhang, Zhengmao Ye et al.
2015. **[TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs](https://md.research.elamur.ai/free/en/papers/basar-2025-turblimp-turkish-benchmark-linguistic-minimal/)**Ezgi Başar, Francesca Padovani, Jaap Jumelet et al.*our summary*
2016. **[TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route ↗](https://aclanthology.org/2025.emnlp-main.440/)**Hongyi Luo, Qing Cheng, Daniel Matos et al.
2017. **[TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games ↗](https://aclanthology.org/2025.emnlp-main.101/)**Yuan Yuan, Muyu He, Muhammad Adil Shahid et al.
2018. **[Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions ↗](https://aclanthology.org/2025.emnlp-main.1762/)**Rachneet Singh Sachdeva, Rima Hazra, Iryna Gurevych
2019. **[Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time ↗](https://aclanthology.org/2025.emnlp-main.155/)**Jiazheng Li, Yuxiang Zhou, Junru Lu et al.
2020. **[Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models ↗](https://aclanthology.org/2025.emnlp-main.1383/)**Alessandro De Bellis, Salvatore Bufi, Giovanni Servedio et al.
2021. **[UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation ↗](https://aclanthology.org/2025.emnlp-main.1346/)**Yuanzhang Lin, Zhe Zhang, He Rui et al.
2022. **[UNComp: Can Matrix Entropy Uncover Sparsity? –- A Compressor Design from an Uncertainty-Aware Perspective ↗](https://aclanthology.org/2025.emnlp-main.209/)**Jing Xiong, Jianghan Shen, Fanghua Ye et al.
2023. **[Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework ↗](https://aclanthology.org/2025.emnlp-main.416/)**Yini Wang, Xian Zhou, Shengan Zheng et al.
2024. **[Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models ↗](https://aclanthology.org/2025.emnlp-main.262/)**Bajian Xiang, Shuaijiang Zhao, Tingwei Guo et al.
2025. **[Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory ↗](https://aclanthology.org/2025.emnlp-main.922/)**Ming Li, Nan Zhang, Chenrui Fan et al.
2026. **[UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets ↗](https://aclanthology.org/2025.emnlp-main.1572/)**Pengyu Wang, Shaojun Zhou, Chenkun Tan et al.
2027. **[Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses ↗](https://aclanthology.org/2025.emnlp-main.1117/)**Hailin Hao, Elsi Kaiser
2028. **[Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem ↗](https://aclanthology.org/2025.emnlp-main.149/)**Yubo Wang, Ping Nie, Kai Zou et al.
2029. **[Unpacking \textitLet Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning ↗](https://aclanthology.org/2025.emnlp-main.1399/)**Wesley Scivetti, Tatsuya Aoyama, Ethan Wilcox et al.
2030. **[Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification ↗](https://aclanthology.org/2025.emnlp-main.753/)**Tuc Nguyen, Yifan Hu, Thai Le
2031. **[Unstructured Evidence Attribution for Long Context Query Focused Summarization ↗](https://aclanthology.org/2025.emnlp-main.95/)**Dustin Wright, Zain Muhammad Mujahid, Lu Wang et al.
2032. **[Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement ↗](https://aclanthology.org/2025.emnlp-main.924/)**Gabriele Sarti, Vilém Zouhar, Malvina Nissim et al.
2033. **[Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens ↗](https://aclanthology.org/2025.emnlp-main.1092/)**Sohee Kim, Soohyun Ryu, Joonhyung Park et al.
2034. **[V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat ↗](https://aclanthology.org/2025.emnlp-main.1508/)**Qi Lin, Weikai Xu, Lisi Chen et al.
2035. **[VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning ↗](https://aclanthology.org/2025.emnlp-main.642/)**Shi-Yu Tian, Zhi Zhou, Kun-Yang Yu et al.
2036. **[VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions ↗](https://aclanthology.org/2025.emnlp-main.438/)**Kazuki Matsuda, Yuiga Wada, Shinnosuke Hirano et al.
2037. **[VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios ↗](https://aclanthology.org/2025.emnlp-industry.4/)**Minyi Zhao, Yi Liu, Jianfeng Wen et al. · Industry Track
2038. **[VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data ↗](https://aclanthology.org/2025.emnlp-main.1002/)**Tingqiao Xu, Ziru Zeng, Jiayu Chen
2039. **[VISaGE: Understanding Visual Generics and Exceptions ↗](https://aclanthology.org/2025.emnlp-main.1655/)**Stella Frank, Emily Allaway
2040. **[VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making ↗](https://aclanthology.org/2025.emnlp-main.468/)**Zuojin Tang, Bin Hu, Chenyang Zhao et al.
2041. **[VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM ↗](https://aclanthology.org/2025.emnlp-main.1538/)**Lesheng Jin, Zhenyuan Ruan, Haohui Mai et al.
2042. **[VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs ↗](https://aclanthology.org/2025.emnlp-main.337/)**Keer Lu, Keshi Zhao, Zhuoran Zhang et al.
2043. **[ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding ↗](https://aclanthology.org/2025.emnlp-main.897/)**Shichen Lu, Tongtian Yue, Longteng Guo et al.
2044. **[Viability of Machine Translation for Healthcare in Low-Resourced Languages ↗](https://aclanthology.org/2025.emnlp-main.535/)**Hellina Hailu Nigatu, Nikita Mehandru, Negasi Haile Abadi et al.
2045. **[Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents ↗](https://aclanthology.org/2025.emnlp-main.1209/)**Xueqiao Zhang, Chao Zhang, Jingtao Xu et al.
2046. **[VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms ↗](https://aclanthology.org/2025.emnlp-main.810/)**Seungwon Lim, Sungwoong Kim, Jihwan Yu et al.
2047. **[VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft ↗](https://aclanthology.org/2025.emnlp-main.1111/)**Honghao Fu, Junlong Ren, Qi Chai et al.
2048. **[Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection ↗](https://aclanthology.org/2025.emnlp-main.487/)**Miao Ziqi, Yi Ding, Lijun Li et al.
2049. **[VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model ↗](https://aclanthology.org/2025.emnlp-main.1461/)**Junhyuk Choi, Ro-hoon Oh, Jihwan Seol et al.
2050. **[WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai ↗](https://aclanthology.org/2025.emnlp-main.175/)**Peerat Limkonchotiwat, Pume Tuchinda, Lalita Lowphansirikul et al.
2051. **[Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings ↗](https://aclanthology.org/2025.emnlp-main.727/)**Safal Shrestha, Minwu Kim, Aadim Nepal et al.
2052. **[Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments ↗](https://aclanthology.org/2025.emnlp-main.1578/)**Muhammad Ali, Salman Khan
2053. **[Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.57/)**Ming Wang, Miao Zhang, Xuebo Liu et al.
2054. **[Weights-Rotated Preference Optimization for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1329/)**Chenxu Yang, Ruipeng Jia, Mingyu Zheng et al.
2055. **[What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning ↗](https://aclanthology.org/2025.emnlp-main.329/)**Gangwei Jiang, Yahui Liu, Zhaoyi Li et al.
2056. **[What's in a prompt? Language models encode literary style in prompt embeddings ↗](https://aclanthology.org/2025.emnlp-main.1227/)**Raphaël Sarfati, Haley Moller, Toni J.B. Liu et al.
2057. **[When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity ↗](https://aclanthology.org/2025.emnlp-main.426/)**Nisrine Rair, Alban Goupil, Valeriu Vrabie et al.
2058. **[When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs ↗](https://aclanthology.org/2025.emnlp-main.1613/)**Abhirama Subramanyam Penamakuri, Navlika Singh, Piyush Arora et al.
2059. **[When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.522/)**Yingming Zheng, Hanqi Li, Kai Yu et al.
2060. **[When Truthful Representations Flip Under Deceptive Instructions? ↗](https://aclanthology.org/2025.emnlp-main.826/)**Xianxuan Long, Yao Fu, Runchao Li et al.
2061. **[Where Confabulation Lives: Latent Feature Discovery in LLMs ↗](https://aclanthology.org/2025.emnlp-main.1515/)**Thibaud Ardoin, Yi Cai, Gerhard Wunder
2062. **[Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning ↗](https://aclanthology.org/2025.emnlp-main.1503/)**Kwesi Adu Cobbina, Tianyi Zhou
2063. **[Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages ↗](https://aclanthology.org/2025.emnlp-main.1803/)**Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe
2064. **[Whisper-UT: A Unified Translation Framework for Speech and Text ↗](https://aclanthology.org/2025.emnlp-main.148/)**Cihan Xiao, Matthew Wiesner, Debashish Chakraborty et al. · 🏆 SAC Highlight Award
2065. **[Who Holds the Pen? Caricature and Perspective in LLM Retellings of History ↗](https://aclanthology.org/2025.emnlp-main.996/)**Lubna Zahan Lamia, Mabsur Fatin Bin Hossain, Md Mosaddek Khan · 🏆 SAC Highlight Award
2066. **[Why Do Some Inputs Break Low-Bit LLM Quantization? ↗](https://aclanthology.org/2025.emnlp-main.168/)**Ting-Yun Chang, Muru Zhang, Jesse Thomason et al.
2067. **[Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning ↗](https://aclanthology.org/2025.emnlp-main.352/)**Chengfeng Zhao, Shizhu He, Shanshan Jiang et al.
2068. **[Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi ↗](https://aclanthology.org/2025.emnlp-main.966/)**Sourabrata Mukherjee, Atharva Mehta, Sougata Saha et al.
2069. **[Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly ↗](https://aclanthology.org/2025.emnlp-main.1705/)**Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le et al.
2070. **[Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication ↗](https://aclanthology.org/2025.emnlp-main.586/)**Jocelyn J Shen, Akhila Yerukola, Xuhui Zhou et al.
2071. **[XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression ↗](https://aclanthology.org/2025.emnlp-main.494/)**Haoqi Yang, Yao Yao, Zuchao Li et al.
2072. **[You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models ↗](https://aclanthology.org/2025.emnlp-main.1394/)**Paweł Mąka, Yusuf Can Semerci, Jan Scholtes et al.
2073. **[Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors ↗](https://aclanthology.org/2025.emnlp-main.433/)**Hao Fang, Jiawei Kong, Tianqu Zhuang et al.
2074. **[Z1: Efficient Test-time Scaling with Code ↗](https://aclanthology.org/2025.emnlp-industry.182/)**Zhaojian Yu, Yinghao Wu, Yilun Zhao et al. · Industry Track
2075. **[\ensuremath\<SYNTACT\ensuremath>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates ↗](https://aclanthology.org/2025.emnlp-industry.163/)**Sachin Kumar Giroh, Pushpendu Ghosh, Aryan Jain et al. · Industry Track
2076. **[“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations ↗](https://aclanthology.org/2025.emnlp-main.1602/)**Hongyu Chen, Neele Falk, Michael Roth et al.
2077. **[“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue ↗](https://aclanthology.org/2025.emnlp-main.1168/)**Anh Ha Ngo, Nicolas Rollet, Catherine Pelachaud et al.
2078. **[fLSA: Learning Semantic Structures in Document Collections Using Foundation Models ↗](https://aclanthology.org/2025.emnlp-main.1290/)**Weijia Xu, Nebojsa Jojic, Nicolas Le Roux
2079. **[iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models ↗](https://aclanthology.org/2025.emnlp-main.1759/)**Michel Olvera, Changhong Wang, Paraskevas Stamatiadis et al.
2080. **[iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use ↗](https://aclanthology.org/2025.emnlp-main.701/)**Yirong Zeng, Xiao Ding, Yuxian Wang et al.
2081. **[ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining ↗](https://aclanthology.org/2025.emnlp-industry.165/)**Seonwu Kim, Yohan Na, Kihun Kim et al. · Industry Track
2082. **[o-MEGA: Optimized Methods for Explanation Generation and Analysis ↗](https://aclanthology.org/2025.emnlp-demos.46/)**Ľuboš Kriš, Jaroslav Kopčan, Qiwei Peng et al. · System Demonstrations
2083. **[reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs ↗](https://aclanthology.org/2025.emnlp-main.167/)**Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen et al.
2084. **[seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs ↗](https://aclanthology.org/2025.emnlp-main.1714/)**Mohammad Ramezanali, Mo Vazifeh, Paolo Santi
2085. **[xCoRe: Cross-context Coreference Resolution ↗](https://aclanthology.org/2025.emnlp-main.1737/)**Giuliano Martinelli, Bruno Gatti, Roberto Navigli
2086. **[zFLoRA: Zero-Latency Fused Low-Rank Adapters ↗](https://aclanthology.org/2025.emnlp-main.1086/)**Dhananjaya Gowda, Seoha Song, Harshith Goka et al.

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