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Empirical Methods in Natural Language Processing

EMNLP

A*

CORE rank

CORE rank (raw)

A*

Acceptance rate

23.5% (2023 main conference)

Fields of research

Artificial Intelligence

Papers indexed

16,441

1996–2025

Papers per year

19963,494 peak2025

EMNLP papers

16,441 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2025Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety.Mufan Qiu, Zheyu Shen, Pingzhi Li, Ang Li, Tianlong Chen
2025TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Chenhao Zhu, Xinzhe Juan, Ling Yang, Huazheng Wang, Kaixuan Huang, Yue Wu, Mengdi Wang
2025Orthogonal Finetuning Made Scalable.Zeju Qiu, Weiyang Liu, Adrian Weller, Bernhard Schlkopf
2025Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG.Longpeng Qiu, Ting Li, Shuai Mao, Nan Yang, Xiaohui Yan
2025EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety.Jiahao Qiu, Yinghui He, Xinzhe Juan, Yimin Wang, Yuhan Liu, Zixin Yao, Yue Wu, Xun Jiang, Ling Yang, Mengdi Wang
2025Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models.Ziliang Qiu, Renfen Hu
2025Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs.Yunzhe Qi, Jinjin Tian, Tianci Liu, Ruirui Li, Tianxin Wei, Hui Liu, Xianfeng Tang, Monica Xiao Cheng, Jingrui He
2025R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models.Haiming Qin, Jiwei Zhang, Wei Zhang, Kezhong Lu, Mingyang Zhou, Hao Liao, Rui Mao
2025CrowdAgent: Multi-Agent Managed Multi-Source Annotation System.Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang
2025Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search.Weicong Qin, Yi Xu, Weijie Yu, Teng Shi, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu
2025Data Drives Unstable Hierarchical Generalization in LMs.Tian Qin, Naomi Saphra, David Alvarez-Melis
2025Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning.Wenda Qin, Andrea Burns, Bryan A. Plummer, Margrit Betke
2025Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks.Xubo Qin, Jun Bai, Jiaqi Li, Zixia Jia, Zilong Zheng
2025SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models.Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang
2025MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework.Yupeng Qi, Ziyu Lyu, Min Yang, Yanlin Wang, Lu Bai, Lixin Cui
2025When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy.Jirui Qi, Shan Chen, Zidi Xiong, Raquel Fernndez, Danielle S. Bitterman, Arianna Bisazza
2025IG-Pruning: Input-Guided Block Pruning for Large Language Models.Kangyu Qiao, Shaolei Zhang, Yang Feng
2025SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation.Aurick Qiao, Zhewei Yao, Samyam Rajbhandari, Yuxiong He
2025Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots.Boyu Qiao, Kun Li, Wei Zhou, Songlin Hu
2025ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning.Ziqing Qiao, Yongheng Deng, Jiali Zeng, Dong Wang, Lai Wei, Guanbo Wang, Fandong Meng, Jie Zhou, Ju Ren, Yaoxue Zhang
2025The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking.Yaoyao Qian, Yifan Zeng, Yuchao Jiang, Chelsi Jain, Huazheng Wang
2025To Mask or to Mirror: Human-AI Alignment in Collective Reasoning.Crystal Qian, Aaron T. Parisi, Clmentine Bouleau, Vivian Tsai, Mal Lebreton, Lucas Dixon
2025AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving.Kangan Qian, Sicong Jiang, Yang Zhong, Ziang Luo, Zilin Huang, Tianze Zhu, Kun Jiang, Mengmeng Yang, Zheng Fu, Jinyu Miao, Yining Shi, He Zhe Lim, Li Liu, Tianbao Zhou, Hongyi Wang, Huang Yu, Yifei Hu, Guang Li, Guang Chen, Hao Ye, Lijun Sun, Diange Yang
2025ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges.Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, ChengXiang Zhai, Kathleen McKeown, Heng Ji
2025Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models.Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee
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