---
title: "EMNLP 2025 — all accepted papers, page 15 — Elamur Research"
description: "All 2,086 papers of EMNLP 2025 · page 15 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 15 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

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1401. **[Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification ↗](https://aclanthology.org/2025.emnlp-main.616/)**Ya Su, Hu Zhang, Yue Fan et al.
1402. **[Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation ↗](https://aclanthology.org/2025.emnlp-main.932/)**Junzhuo Li, Bo Wang, Xiuze Zhou et al.
1403. **[Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning ↗](https://aclanthology.org/2025.emnlp-main.1352/)**Mohammad Amin Ghanizadeh, Mohammad Javad Dousti
1404. **[Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization ↗](https://aclanthology.org/2025.emnlp-main.848/)**Mahmud Wasif Nafee, Maiqi Jiang, Haipeng Chen et al.
1405. **[Dyve: Thinking Fast and Slow for Dynamic Process Verification ↗](https://aclanthology.org/2025.emnlp-main.1136/)**Jianyuan Zhong, Zeju Li, Zhijian Xu et al.
1406. **[E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning ↗](https://aclanthology.org/2025.emnlp-main.970/)**Zihan Liao, Jun Wang, Hang Yu et al.
1407. **[ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training ↗](https://aclanthology.org/2025.emnlp-industry.156/)**Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh et al. · Industry Track
1408. **[ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation ↗](https://aclanthology.org/2025.emnlp-main.1437/)**Seungmin Shin, Dooyoung Kim, Youngjoong Ko
1409. **[EQA-RM: A Generative Embodied Reward Model with Test-time Scaling ↗](https://aclanthology.org/2025.emnlp-main.48/)**Yuhang Chen, Zhen Tan, Tianlong Chen
1410. **[Easy as PIE? Identifying Multi-Word Expressions with LLMs ↗](https://aclanthology.org/2025.emnlp-main.1213/)**Kai Golan Hashiloni, Ofri Hefetz, Kfir Bar
1411. **[EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models ↗](https://aclanthology.org/2025.emnlp-demos.38/)**Ziwen Xu, Shuxun Wang, Kewei Xu et al. · System Demonstrations
1412. **[Editing Across Languages: A Survey of Multilingual Knowledge Editing ↗](https://aclanthology.org/2025.emnlp-main.803/)**Nadir Durrani, Basel Mousi, Fahim Dalvi
1413. **[EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs ↗](https://aclanthology.org/2025.emnlp-main.1736/)**Numaan Naeem, Abdellah El Mekki, Muhammad Abdul-Mageed
1414. **[EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos ↗](https://aclanthology.org/2025.emnlp-main.1760/)**Sourjyadip Ray, Shubham Sharma, Somak Aditya et al.
1415. **[Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers ↗](https://aclanthology.org/2025.emnlp-industry.186/)**Zhiyuan Peng, Ting-Ruen Wei, Tingyu Song et al. · Industry Track
1416. **[Efficient Inference for Large Language Models –Algorithm, Model, and System ↗](https://aclanthology.org/2025.emnlp-tutorials.1/)**Xuefei Ning, Guohao Dai, Haoli Bai et al. · Tutorial Abstracts
1417. **[Efficient Real-time Refinement of Language Model Text Generation ↗](https://aclanthology.org/2025.emnlp-main.1753/)**Joonho Ko, Jinheon Baek, Sung Ju Hwang
1418. **[Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios ↗](https://aclanthology.org/2025.emnlp-industry.86/)**Vera Pavlova, Mohammed Makhlouf · Industry Track
1419. **[Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech ↗](https://aclanthology.org/2025.emnlp-main.182/)**Jianxing Yu, Gou Zihao, Chen Li et al.
1420. **[Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation ↗](https://aclanthology.org/2025.emnlp-main.979/)**Chaojun Nie, Jun Zhou, Guanxiang Wang et al.
1421. **[Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications ↗](https://aclanthology.org/2025.emnlp-industry.58/)**Jean-Philippe Corbeil, Asma Ben Abacha, George Michalopoulos et al. · Industry Track
1422. **[Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework ↗](https://aclanthology.org/2025.emnlp-main.1223/)**Qian Wan, Wangzi Shi, Jintian Feng et al.
1423. **[EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation ↗](https://aclanthology.org/2025.emnlp-main.1081/)**Sen Yang, Yu Bao, Yu Lu et al.
1424. **[Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance ↗](https://aclanthology.org/2025.emnlp-industry.115/)**Yufei He, Ruoyu Li, Alex Chen et al. · Industry Track
1425. **[End-to-End Aspect-Guided Review Summarization at Scale ↗](https://aclanthology.org/2025.emnlp-industry.31/)**Ilya Boytsov, Vinny DeGenova, Mikhail Balyasin et al. · Industry Track
1426. **[Enhanced Noun-Noun Compound Interpretation through Textual Enrichment ↗](https://aclanthology.org/2025.emnlp-main.1315/)**Bingyang Ye, Jingxuan Tu, James Pustejovsky
1427. **[Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis ↗](https://aclanthology.org/2025.emnlp-main.817/)**Yiru Tang, Kun Zhou, Yingqian Min et al.
1428. **[Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs ↗](https://aclanthology.org/2025.emnlp-main.75/)**Mengqi Liao, Xiangyu Xi, Chen Ruinian et al.
1429. **[Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency ↗](https://aclanthology.org/2025.emnlp-main.503/)**Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen et al.
1430. **[Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision ↗](https://aclanthology.org/2025.emnlp-main.1624/)**Xingwei Tan, Marco Valentino, Mahmud Elahi Akhter et al.
1431. **[Enhancing Persuasive Dialogue Agents by Synthesizing Cross-Disciplinary Communication Strategies ↗](https://aclanthology.org/2025.emnlp-industry.158/)**Shinnosuke Nozue, Yuto Nakano, Yotaro Watanabe et al. · Industry Track
1432. **[Enhancing RLHF with Human Gaze Modeling ↗](https://aclanthology.org/2025.emnlp-main.1559/)**Karim Galliamov, Ivan Titov, Ilya Pershin
1433. **[Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions ↗](https://aclanthology.org/2025.emnlp-industry.13/)**Jihang Li, Bing Xu, Zulong Chen et al. · Industry Track
1434. **[Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching ↗](https://aclanthology.org/2025.emnlp-main.390/)**Songze Li, Zhiqiang Liu, Zhengke Gui et al.
1435. **[EuroGEST: Investigating gender stereotypes in multilingual language models ↗](https://aclanthology.org/2025.emnlp-main.1632/)**Jacqueline Rowe, Mateusz Klimaszewski, Liane Guillou et al.
1436. **[Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media ↗](https://aclanthology.org/2025.emnlp-main.987/)**Yujie Wang, Yunwei Zhao, Jing Yang et al.
1437. **[Evaluating Language Translation Models by Playing Telephone ↗](https://aclanthology.org/2025.emnlp-main.524/)**Syeda Jannatus Saba, Steven Skiena
1438. **[Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions ↗](https://aclanthology.org/2025.emnlp-main.934/)**Luisa Geiger, Mareike Hartmann, Michael Sullivan et al.
1439. **[Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.750/)**David G Hobson, Derek Ruths, Andrew Piper
1440. **[Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval ↗](https://aclanthology.org/2025.emnlp-main.888/)**Pranjal A Chitale, Bishal Santra, Yashoteja Prabhu et al.
1441. **[Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey ↗](https://aclanthology.org/2025.emnlp-main.1243/)**Katerina Korre, Dimitris Tsirmpas, Nikos Gkoumas et al.
1442. **[Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration ↗](https://aclanthology.org/2025.emnlp-main.1477/)**Linfeng Liu, Hongqiu Wu, Hai Zhao
1443. **[Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation ↗](https://aclanthology.org/2025.emnlp-main.645/)**Dingwei Chen, Ziqiang Liu, Feiteng Fang et al.
1444. **[Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1532/)**Zelin Li, Dawei Song
1445. **[Experience Report: Implementing Machine Translation in a Regulated Industry ↗](https://aclanthology.org/2025.emnlp-industry.117/)**Marco Zocca, Per Fallgren, David Buffoni · Industry Track
1446. **[Explaining Differences Between Model Pairs in Natural Language through Sample Learning ↗](https://aclanthology.org/2025.emnlp-main.1462/)**Advaith Malladi, Rakesh R Menon, Yuvraj Jain et al.
1447. **[Explicit Learning and the LLM in Machine Translation ↗](https://aclanthology.org/2025.emnlp-main.1599/)**Malik Marmonier, Rachel Bawden, Benoît Sagot
1448. **[Exploring Artificial Image Generation for Stance Detection ↗](https://aclanthology.org/2025.emnlp-main.1004/)**Zhengkang Zhang, Zhongqing Wang, Guodong Zhou
1449. **[Exploring the Hidden Capacity of LLMs for One-Step Text Generation ↗](https://aclanthology.org/2025.emnlp-main.1165/)**Gleb Mezentsev, Ivan Oseledets
1450. **[Exploring the Limitations of Mamba in COPY and CoT Reasoning ↗](https://aclanthology.org/2025.emnlp-main.634/)**Ruifeng Ren, Zhicong Li, Yong Liu
1451. **[Extending Automatic Machine Translation Evaluation to Book-Length Documents ↗](https://aclanthology.org/2025.emnlp-main.1645/)**Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang et al.
1452. **[Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge ↗](https://aclanthology.org/2025.emnlp-main.1384/)**Tsedeniya Kinfe Temesgen, Marion Di Marco, Alexander Fraser
1453. **[FABRIC: Fully-Automated Broad Intent Categorization in E-commerce ↗](https://aclanthology.org/2025.emnlp-industry.29/)**Anna Tigunova, Philipp Schmidt, Damla Ezgi Akcora · Industry Track
1454. **[FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4 ↗](https://aclanthology.org/2025.emnlp-main.158/)**Jiarui Yao, Ruida Wang, Tong Zhang
1455. **[FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback ↗](https://aclanthology.org/2025.emnlp-main.471/)**Youquan Li, Miao Zheng, Fan Yang et al.
1456. **[FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining ↗](https://aclanthology.org/2025.emnlp-main.735/)**Xu Liangyu, Xuemiao Zhang, Feiyu Duan et al.
1457. **[FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows ↗](https://aclanthology.org/2025.emnlp-industry.100/)**Evelyn Duesterwald, Siyu Huo, Vatche Isahagian et al. · Industry Track
1458. **[FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference ↗](https://aclanthology.org/2025.emnlp-main.755/)**Yu-Chen Lu, Chong-Yan Chen, Chi-Chih Chang et al.
1459. **[FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation ↗](https://aclanthology.org/2025.emnlp-industry.188/)**Sanghyun Seo, Bumsoo Kang, Dahm Lee et al. · Industry Track
1460. **[FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method ↗](https://aclanthology.org/2025.emnlp-industry.5/)**Yuheng Li, Jiechao Gao, Wei Han et al. · Industry Track
1461. **[FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data ↗](https://aclanthology.org/2025.emnlp-main.475/)**Thibaut Thonet, Germán Kruszewski, Jos Rozen et al.
1462. **[FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.937/)**Yanling Wang, Haoyang Li, Hao Zou et al.
1463. **[Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning ↗](https://aclanthology.org/2025.emnlp-main.615/)**Jingyang Lin, Andy Wong, Tian Xia et al.
1464. **[FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge ↗](https://aclanthology.org/2025.emnlp-main.657/)**Nakyeong Yang, Minsung Kim, Seunghyun Yoon et al.
1465. **[FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data ↗](https://aclanthology.org/2025.emnlp-main.1341/)**WenHao Wang, Zijie Yu, Rui Ye et al.
1466. **[Few-Shot Learning Translation from New Languages ↗](https://aclanthology.org/2025.emnlp-main.163/)**Carlos Mullov, Alexander Waibel
1467. **[Few-Shot Open-Set Classification via Reasoning-Aware Decomposition ↗](https://aclanthology.org/2025.emnlp-main.699/)**Avyav Kumar Singh, Helen Yannakoudakis
1468. **[FillerSpeech: Towards Human-Like Text-to-Speech Synthesis with Filler Insertion and Filler Style Control ↗](https://aclanthology.org/2025.emnlp-main.1730/)**Seung-Bin Kim, Jun-Hyeok Cha, Hyung-Seok Oh et al.
1469. **[Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin ↗](https://aclanthology.org/2025.emnlp-industry.98/)**Soumick Sarker, Abhijit Kumar Rai · Industry Track
1470. **[Financial Risk Relation Identification through Dual-view Adaptation ↗](https://aclanthology.org/2025.emnlp-main.1336/)**Wei-Ning Chiu, Yu-Hsiang Wang, Andy Hsiao et al.
1471. **[Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval ↗](https://aclanthology.org/2025.emnlp-industry.162/)**Yohan Lee, Yongwoo Song, Sangyeop Kim · Industry Track
1472. **[Finding your MUSE: Mining Unexpected Solutions Engine ↗](https://aclanthology.org/2025.emnlp-main.1547/)**Nir Sweed, Hanit Hakim, Ben Wolfson et al.
1473. **[Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs ↗](https://aclanthology.org/2025.emnlp-main.331/)**Runyu Peng, Yunhua Zhou, Kai Lv et al.
1474. **[FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models ↗](https://aclanthology.org/2025.emnlp-industry.105/)**Karan Dua, Hitesh Laxmichand Patel, Puneet Mittal et al. · Industry Track
1475. **[Flexible-length Text Infilling for Discrete Diffusion Models ↗](https://aclanthology.org/2025.emnlp-main.1597/)**Andrew Zhang, Anushka Sivakumar, Chia-Wei Tang et al.
1476. **[FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks ↗](https://aclanthology.org/2025.emnlp-main.1772/)**Tanawan Premsri, Parisa Kordjamshidi · 🏆 SAC Highlight Award
1477. **[Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation ↗](https://aclanthology.org/2025.emnlp-industry.101/)**Seungseop Lim, Gibaeg Kim, Wooseok Han et al. · Industry Track
1478. **[Frequency & Compositionality in Emergent Communication ↗](https://aclanthology.org/2025.emnlp-main.1387/)**Jean-Baptiste Sevestre, Emmanuel Dupoux
1479. **[Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages ↗](https://aclanthology.org/2025.emnlp-main.773/)**Ana Sabina Uban, Liviu P Dinu, Ioan-Bogdan Iordache et al.
1480. **[From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? ↗](https://aclanthology.org/2025.emnlp-main.660/)**Xisheng Xiao, Hanlin Zhao
1481. **[From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text ↗](https://aclanthology.org/2025.emnlp-main.1472/)**Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem et al.
1482. **[From Chat Logs to Collective Insights: Aggregative Question Answering ↗](https://aclanthology.org/2025.emnlp-main.1667/)**Wentao Zhang, Woojeong Kim, Yuntian Deng
1483. **[From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors ↗](https://aclanthology.org/2025.emnlp-main.1740/)**Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi
1484. **[From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement ↗](https://aclanthology.org/2025.emnlp-main.618/)**JianZhi Yan, Le Liu, Youcheng Pan et al.
1485. **[From Parameters to Performance: A Data-Driven Study on LLM Structure and Development ↗](https://aclanthology.org/2025.emnlp-main.1325/)**Suqing Wang, Zuchao Li, Shi Luohe et al.
1486. **[From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models ↗](https://aclanthology.org/2025.emnlp-main.198/)**Jue Zhang, Qingwei Lin, Saravan Rajmohan et al.
1487. **[From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts ↗](https://aclanthology.org/2025.emnlp-main.1665/)**Yongjian Chen, Antonio Toral
1488. **[From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs ↗](https://aclanthology.org/2025.emnlp-main.912/)**M. Farid Adilazuarda, Chen Cecilia Liu, Iryna Gurevych et al.
1489. **[From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora ↗](https://aclanthology.org/2025.emnlp-main.374/)**Yingli Shen, Wen Lai, Shuo Wang et al.
1490. **[From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model ↗](https://aclanthology.org/2025.emnlp-main.1217/)**Marvin Lavechin, Thomas Hueber
1491. **[GAP: a Global Adaptive Pruning Method for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1056/)**Zhihua Ban, Haotian Ma, Siheng Zhang et al.
1492. **[GATEAU: Selecting Influential Samples for Long Context Alignment ↗](https://aclanthology.org/2025.emnlp-main.375/)**Shuzheng Si, Haozhe Zhao, Gang Chen et al. · 🏆 SAC Highlight Award
1493. **[GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems ↗](https://aclanthology.org/2025.emnlp-industry.187/)**Niloufar Beyranvand, Hamidreza Dastmalchi, Aijun An et al. · Industry Track
1494. **[GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection ↗](https://aclanthology.org/2025.emnlp-main.1528/)**Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar et al.
1495. **[GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression ↗](https://aclanthology.org/2025.emnlp-main.1338/)**Kainan Liu, Yong Zhang, Ning Cheng et al.
1496. **[GSID: Generative Semantic Indexing for E-Commerce Product Understanding ↗](https://aclanthology.org/2025.emnlp-industry.78/)**Haiyang Yang, Qinye Xie, Qingheng Zhang et al. · Industry Track
1497. **[Generalized Embedding Models for Industry 4.0 Applications ↗](https://aclanthology.org/2025.emnlp-industry.155/)**Christodoulos Constantinides, Shuxin Lin, Dhaval C Patel · Industry Track
1498. **[Generating Fine Details of Entity Interactions ↗](https://aclanthology.org/2025.emnlp-industry.37/)**Xinyi Gu, Jiayuan Mao · Industry Track
1499. **[Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering ↗](https://aclanthology.org/2025.emnlp-industry.157/)**Steve Bakos, Chen Xing, Heidar Davoudi et al. · Industry Track
1500. **[Generative Annotation for ASR Named Entity Correction ↗](https://aclanthology.org/2025.emnlp-main.1052/)**Yuanchang Luo, Daimeng Wei, Shaojun Li et al.

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