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title: "EMNLP 2025 — all accepted papers, page 19 — Elamur Research"
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# EMNLP 2025: all accepted papers

2,086 papers · page 19 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

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1801. **[Quality Assessment of Tabular Data using Large Language Models and Code Generation ↗](https://aclanthology.org/2025.emnlp-industry.183/)**Ashlesha Akella, Akshar Kaul, Krishnasuri Narayanam et al. · Industry Track
1802. **[Quantifying Language Disparities in Multilingual Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.199/)**Songbo Hu, Ivan Vulić, Anna Korhonen · 🏆 SAC Highlight Award
1803. **[Quantifying Logical Consistency in Transformers via Query-Key Alignment ↗](https://aclanthology.org/2025.emnlp-main.1785/)**Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk et al.
1804. **[Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs ↗](https://aclanthology.org/2025.emnlp-main.1548/)**Yao Fu, Xianxuan Long, Runchao Li et al.
1805. **[Quest2DataAgent: Automating End-to-End Scientific Data Collection ↗](https://aclanthology.org/2025.emnlp-demos.36/)**Tianyu Yang, Yuhan Liu, Sobin Alosious et al. · System Demonstrations
1806. **[R-BPE: Improving BPE-Tokenizers with Token Reuse ↗](https://aclanthology.org/2025.emnlp-main.1169/)**Nancy Hamdan, Osama Rakan Al Mraikhat, Fadi A. Zaraket
1807. **[R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1372/)**Haiming Qin, Jiwei Zhang, Wei Zhang et al.
1808. **[RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning ↗](https://aclanthology.org/2025.emnlp-main.1267/)**Kun Li, Yunxiang Li, Tianhua Zhang et al.
1809. **[RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.emnlp-main.414/)**Andrei C. Coman, Ionut-Teodor Sorodoc, Leonardo F. R. Ribeiro et al.
1810. **[RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training ↗](https://aclanthology.org/2025.emnlp-main.315/)**Jinlin Wang, Yulong Ji, Hongyu Yang
1811. **[RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language ↗](https://aclanthology.org/2025.emnlp-main.96/)**Subrata Biswas, Mohammad Nur Hossain Khan, Bashima Islam
1812. **[RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design ↗](https://aclanthology.org/2025.emnlp-main.110/)**Jiyue Jiang, Yitao Xu, Zikang Wang et al.
1813. **[RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks ↗](https://aclanthology.org/2025.emnlp-industry.10/)**Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda et al. · Industry Track
1814. **[RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations ↗](https://aclanthology.org/2025.emnlp-main.1100/)**Haihua Xie, Yinzhu Cheng, Yaqing Wang et al.
1815. **[REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing ↗](https://aclanthology.org/2025.emnlp-main.860/)**Haitian Zhong, Yuhuan Liu, Ziyang Xu et al.
1816. **[REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking ↗](https://aclanthology.org/2025.emnlp-main.1218/)**Pinhuan Wang, Zhiqiu Xia, Chunhua Liao et al.
1817. **[RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging ↗](https://aclanthology.org/2025.emnlp-main.829/)**Bowen Wang, Haiyuan Wan, Liwen Shi et al.
1818. **[RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution ↗](https://aclanthology.org/2025.emnlp-main.252/)**Jiahui Li, Lin Li, Tai-Wei Chang et al.
1819. **[RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.247/)**Pingyi Hu, Xiaofan Bai, Xiaojing Ma et al.
1820. **[REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing ↗](https://aclanthology.org/2025.emnlp-main.1641/)**Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh et al.
1821. **[RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs ↗](https://aclanthology.org/2025.emnlp-main.873/)**Can Lin, Zhengwang Jiang, Ling Zheng et al.
1822. **[RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters ↗](https://aclanthology.org/2025.emnlp-industry.35/)**Lucas Spangher, Rama Kumar Pasumarthi, Nick Masiewicki et al. · Industry Track
1823. **[RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering ↗](https://aclanthology.org/2025.emnlp-main.1119/)**Yiming Zhang, Siyue Zhang, Junbo Zhao et al.
1824. **[Randomized Smoothing Meets Vision-Language Models ↗](https://aclanthology.org/2025.emnlp-main.1396/)**Emmanouil Seferis, Changshun Wu, Stefanos Kollias et al.
1825. **[Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks ↗](https://aclanthology.org/2025.emnlp-main.1410/)**Sotaro Takeshita, Yurina Takeshita, Daniel Ruffinelli et al. · 🏆 People's Choice Award
1826. **[Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data ↗](https://aclanthology.org/2025.emnlp-main.1129/)**Zicheng Zhou, Min Huang, Qinghai Miao
1827. **[ReSeeding Latent States for Sequential Language Understanding ↗](https://aclanthology.org/2025.emnlp-main.1281/)**Stéphane Aroca-Ouellette, Katharina von der Wense, Alessandro Roncone
1828. **[Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs ↗](https://aclanthology.org/2025.emnlp-main.134/)**Yu-Wen Chen, Melody Ma, Julia Hirschberg
1829. **[Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess ↗](https://aclanthology.org/2025.emnlp-main.357/)**Yikuan Xia, Jiazun Chen, Sujian Li et al.
1830. **[Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling ↗](https://aclanthology.org/2025.emnlp-main.1638/)**Zhenning Shi, Yijia Zhu, Yi Xie et al.
1831. **[Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation ↗](https://aclanthology.org/2025.emnlp-main.235/)**Jun-Yu Ma, Tianqing Fang, Zhisong Zhang et al.
1832. **[Recon, Answer, Verify: Agents in Search of Truth ↗](https://aclanthology.org/2025.emnlp-industry.167/)**Satyam Shukla, Himanshu Dutta, Pushpak Bhattacharyya · Industry Track
1833. **[Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language ↗](https://aclanthology.org/2025.emnlp-main.627/)**Ivory Yang, Xiaobo Guo, Yuxin Wang et al.
1834. **[Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation ↗](https://aclanthology.org/2025.emnlp-industry.164/)**Devleena Das, Rajeev Patwari, Ashish Sirasao · Industry Track
1835. **[Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? ↗](https://aclanthology.org/2025.emnlp-main.1643/)**Grgur Kovač, Jérémy Perez, Rémy Portelas et al.
1836. **[RedHerring Attack: Testing the Reliability of Attack Detection ↗](https://aclanthology.org/2025.emnlp-main.591/)**Jonathan Rusert
1837. **[Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization ↗](https://aclanthology.org/2025.emnlp-main.1456/)**Manato Tajiri, Michimasa Inaba
1838. **[Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction ↗](https://aclanthology.org/2025.emnlp-main.1550/)**Fatemeh Haji, Mazal Bethany, Cho-Yu Jason Chiang et al.
1839. **[Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations ↗](https://aclanthology.org/2025.emnlp-main.49/)**Yongkang Chen, Xiaohu Du, Xiaotian Zou et al.
1840. **[Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG ↗](https://aclanthology.org/2025.emnlp-main.836/)**Mossad Helali, Yutai Luo, Tae Jun Ham et al.
1841. **[ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents ↗](https://aclanthology.org/2025.emnlp-demos.69/)**Linyi Yang, Yixuan Weng · System Demonstrations
1842. **[Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models ↗](https://aclanthology.org/2025.emnlp-main.510/)**Hao Yang, Lizhen Qu, Ehsan Shareghi et al.
1843. **[Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences ↗](https://aclanthology.org/2025.emnlp-main.1207/)**Thomas Hikaru Clark, Jacob Hoover Vigly, Edward Gibson et al.
1844. **[Rethinking Backdoor Detection Evaluation for Language Models ↗](https://aclanthology.org/2025.emnlp-main.318/)**Jun Yan, Wenjie Jacky Mo, Xiang Ren et al.
1845. **[Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding ↗](https://aclanthology.org/2025.emnlp-main.289/)**Congchi Yin, Qian Yu, Zhiwei Fang et al.
1846. **[Rethinking Text-based Protein Understanding: Retrieval or LLM? ↗](https://aclanthology.org/2025.emnlp-main.1211/)**Juntong Wu, Zijing Liu, He Cao et al.
1847. **[Retrieval Enhanced Feedback via In-context Neural Error-book ↗](https://aclanthology.org/2025.emnlp-main.711/)**Jongyeop Hyun, Bumsoo Kim
1848. **[Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? ↗](https://aclanthology.org/2025.emnlp-main.7/)**Siqi Shen, Mehar Singh, Lajanugen Logeswaran et al.
1849. **[Reward Model Perspectives: Whose Opinions Do Reward Models Reward? ↗](https://aclanthology.org/2025.emnlp-main.754/)**Elle
1850. **[Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner ↗](https://aclanthology.org/2025.emnlp-main.578/)**Bolian Li, Yanran Wu, Xinyu Luo et al.
1851. **[Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs ↗](https://aclanthology.org/2025.emnlp-main.1754/)**Daehoon Gwak, Minseo Jung, Junwoo Park et al.
1852. **[RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.864/)**Luyang Zhang, Shuaimin Li, Yishuo Li et al.
1853. **[Robust Native Language Identification through Agentic Decomposition ↗](https://aclanthology.org/2025.emnlp-main.423/)**Ahmet Yavuz Uluslu, Tannon Kew, Tilia Ellendorff et al.
1854. **[Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection ↗](https://aclanthology.org/2025.emnlp-main.1319/)**Juyoung Han, Hyunsun Hwang, Changki Lee
1855. **[SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.253/)**Peng Ding, Wen Sun, Dailin Li et al.
1856. **[SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs ↗](https://aclanthology.org/2025.emnlp-main.55/)**Yuanyang Yin, Yaqi Zhao, Yajie Zhang et al.
1857. **[SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval ↗](https://aclanthology.org/2025.emnlp-main.429/)**Xinhao Huang, Zhibo Ren, Yipeng Yu et al.
1858. **[SEARA: An Automated Approach for Obtaining Optimal Retrievers ↗](https://aclanthology.org/2025.emnlp-industry.67/)**Zou Yuheng, Wang Yiran Yiran, Tian Yuzhu et al. · Industry Track
1859. **[SEPS: A Separability Measure for Robust Unlearning in LLMs ↗](https://aclanthology.org/2025.emnlp-main.283/)**Wonje Jeung, Sangyeon Yoon, Albert No
1860. **[SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders ↗](https://aclanthology.org/2025.emnlp-industry.39/)**Fabio Mercorio, Filippo Pallucchini, Daniele Potertì et al. · Industry Track
1861. **[SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation ↗](https://aclanthology.org/2025.emnlp-main.161/)**Boyu Guan, Chuang Han, Yining Zhang et al.
1862. **[SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints ↗](https://aclanthology.org/2025.emnlp-main.1198/)**Victor Adelakun Omolaoye, Babajide Alamu Owoyele, Gerard de Melo
1863. **[SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.46/)**Hongyuan Lu, Zixuan Li, Zefan Zhang et al.
1864. **[SMART: Scalable Multilingual Approach for a Robust TOD System ↗](https://aclanthology.org/2025.emnlp-industry.108/)**Karan Malhotra, Arihant Jain, Purav Aggarwal et al. · Industry Track
1865. **[SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression ↗](https://aclanthology.org/2025.emnlp-main.1332/)**Biao Zhang, Lixin Chen, Tong Liu et al.
1866. **[SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs ↗](https://aclanthology.org/2025.emnlp-main.1053/)**Younghun Lee, Dan Goldwasser
1867. **[SPE Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing ↗](https://aclanthology.org/2025.emnlp-main.332/)**Chengyu Jiao, Shuhao Chen, Yu Zhang
1868. **[SPaRC: A Spatial Pathfinding Reasoning Challenge ↗](https://aclanthology.org/2025.emnlp-main.526/)**Lars Benedikt Kaesberg, Jan Philip Wahle, Terry Ruas et al.
1869. **[STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback ↗](https://aclanthology.org/2025.emnlp-industry.176/)**Shashank Kirtania, Naman Gupta, Priyanshu Gupta et al. · Industry Track
1870. **[STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment ↗](https://aclanthology.org/2025.emnlp-main.746/)**Jiaqian Li, Qisheng Hu, Jing Li et al.
1871. **[STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases ↗](https://aclanthology.org/2025.emnlp-main.1749/)**Mounica Maddela, Lingjue Xie, Daniel Preotiuc-Pietro et al.
1872. **[STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance ↗](https://aclanthology.org/2025.emnlp-industry.121/)**Prajwal Sood, Rajdeep Agrawal, Mayank Sati et al. · Industry Track
1873. **[SUA: Stealthy Multimodal Large Language Model Unlearning Attack ↗](https://aclanthology.org/2025.emnlp-main.565/)**Xianren Zhang, Hui Liu, Delvin Ce Zhang et al.
1874. **[SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning ↗](https://aclanthology.org/2025.emnlp-main.1671/)**Tamás Ficsor, Gábor Berend
1875. **[SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling ↗](https://aclanthology.org/2025.emnlp-main.123/)**Krishna C Puvvada, Faisal Ladhak, Santiago Akle Serano et al.
1876. **[SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks ↗](https://aclanthology.org/2025.emnlp-demos.30/)**Adamenko Pavel, Ivanov Mikhail, Aidar Valeev et al. · System Demonstrations
1877. **[SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities ↗](https://aclanthology.org/2025.emnlp-main.1707/)**Shuyang Cao, Kaijian Zou, Lu Wang
1878. **[SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1291/)**Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa et al.
1879. **[SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery ↗](https://aclanthology.org/2025.emnlp-main.116/)**Kunlun Zhu, Jiaxun Zhang, Ziheng Qi et al.
1880. **[Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.402/)**Tobias Domhan, Dawei Zhu
1881. **[Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts ↗](https://aclanthology.org/2025.emnlp-demos.18/)**Giacomo De Luca, Danilo Croce, Roberto Basili · System Demonstrations
1882. **[Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination ↗](https://aclanthology.org/2025.emnlp-main.236/)**Zhongyi Ye, Weitai Zhang, Xinyuan Zhou et al.
1883. **[Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation ↗](https://aclanthology.org/2025.emnlp-industry.137/)**Anup Pattnaik, Sasanka Vutla, Hamvir Dev et al. · Industry Track
1884. **[Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration ↗](https://aclanthology.org/2025.emnlp-main.1221/)**Weicheng Ma, John J. Guerrerio, Soroush Vosoughi
1885. **[Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems ↗](https://aclanthology.org/2025.emnlp-industry.119/)**Kayhan Behdin, Ata Fatahibaarzi, Qingquan Song et al. · Industry Track
1886. **[Scaling Up Temporal Domain Generalization via Temporal Experts Averaging ↗](https://aclanthology.org/2025.emnlp-main.1432/)**Aoming Liu, Kevin Miller, Venkatesh Saligrama et al.
1887. **[SciClaims: An End-to-End Generative System for Biomedical Claim Analysis ↗](https://aclanthology.org/2025.emnlp-demos.11/)**Raúl Ortega, Jose Manuel Gomez-Perez · System Demonstrations
1888. **[SciEvent: Benchmarking Multi-domain Scientific Event Extraction ↗](https://aclanthology.org/2025.emnlp-main.871/)**Bofu Dong, Pritesh Shah, Sumedh Sonawane et al.
1889. **[SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers ↗](https://aclanthology.org/2025.emnlp-demos.28/)**Zihang Wang, Yilun Zhao, Kaiyan Zhang et al. · System Demonstrations
1890. **[SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction ↗](https://aclanthology.org/2025.emnlp-main.775/)**Runfei Chen, Shuyang Jiang, Wei Huang
1891. **[Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty ↗](https://aclanthology.org/2025.emnlp-main.998/)**Peilin Wu, Mian Zhang, Xinlu Zhang et al.
1892. **[Searching for the Most Human-like Emergent Language ↗](https://aclanthology.org/2025.emnlp-main.1188/)**Brendon Boldt, David R. Mortensen
1893. **[Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors ↗](https://aclanthology.org/2025.emnlp-main.28/)**Xiangchen Wang, Jinrui Zhang, Teng Wang et al.
1894. **[Seeing the Same Story Differently: Framing-Divergent Event Coreference for Computational Framing Analysis ↗](https://aclanthology.org/2025.emnlp-main.1440/)**Jin Zhao, Xinrui Hu, Nianwen Xue
1895. **[Selective Preference Optimization via Token-Level Reward Function Estimation ↗](https://aclanthology.org/2025.emnlp-main.359/)**Kailai Yang, Zhiwei Liu, Qianqian Xie et al.
1896. **[Self-Critique and Refinement for Faithful Natural Language Explanations ↗](https://aclanthology.org/2025.emnlp-main.427/)**Yingming Wang, Pepa Atanasova
1897. **[SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation ↗](https://aclanthology.org/2025.emnlp-main.541/)**Qian Dong, Jia Chen, Qingyao Ai et al.
1898. **[Semantic Agreement Enables Efficient Open-Ended LLM Cascades ↗](https://aclanthology.org/2025.emnlp-industry.171/)**Duncan Soiffer, Steven Kolawole, Virginia Smith · Industry Track
1899. **[Semantic Networks Extracted from Students' Think-Aloud Data are Correlated with Students' Learning Performance ↗](https://aclanthology.org/2025.emnlp-main.1309/)**Pingjing Yang, Sullam Jeoung, Jennifer Cromley et al.
1900. **[Sentence Smith: Controllable Edits for Evaluating Text Embeddings ↗](https://aclanthology.org/2025.emnlp-main.1343/)**Hongji Li, Andrianos Michail, Reto Gubelmann et al.

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