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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
2025Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models.Zesen Lyu, Dandan Zhang, Wei Ye, Fangdi Li, Zhihang Jiang, Yao Yang
2025Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors.Bohan Lyu, Siqiao Huang, Zichen Liang, Qian Sun, Jiaming Zhang
2025Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models.Lijia Lv, Yuanshu Zhao, Guan Wang, Xuehai Tang, Jie Wen, Jizhong Han, Songlin Hu
2025DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs.Minxuan Lv, Zhenpeng Su, Leiyu Pan, Yizhe Xiong, Zijia Lin, Hui Chen, Wei Zhou, Jungong Han, Guiguang Ding, Wenwu Ou, Di Zhang, Kun Gai, Songlin Hu
2025RAISE: Reinforced Adaptive Instruction Selection For Large Language Models.Qingsong Lv, Yangning Li, Zihua Lan, Zishan Xu, Jiwei Tang, Tingwei Lu, Yinghui Li, Wenhao Jiang, Hong-Gee Kim, Hai-Tao Zheng, Philip S. Yu
2025ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning.Rui Lv, Qi Liu, Weibo Gao, Jiatong Li, Kai Zhang, Shiwei Tong
2025How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models.Kangtao Lv, Haibin Chen, Yujin Yuan, Langming Liu, Shilei Liu, Yongwei Wang, Wenbo Su, Bo Zheng
2025VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs.Keer Lu, Keshi Zhao, Zhuoran Zhang, Zheng Liang, Bin Cui, Tengjiao Wang, Wentao Zhang
2025Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations.Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Jun Gao, Congxuan Zhang, Xiaojuan Qi, Bing Li, Weiming Hu
2025Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging.Lin Lu, Zhigang Zuo, Ziji Sheng, Pan Zhou
2025Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline.Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
2025ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding.Shichen Lu, Tongtian Yue, Longteng Guo, Handong Li, Xingjian He, Si Liu, Jing Liu
2025Representation Potentials of Foundation Models for Multimodal Alignment: A Survey.Jianglin Lu, Hailing Wang, Yi Xu, Yizhou Wang, Kuo Yang, Yun Fu
2025TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text.Songshuo Lu, Hua Wang, Yutian Rong, Zhi Chen, Yaohua Tang
2025The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models.Marlene Lutz, Indira Sen, Georg Ahnert, Elisa Rogers, Markus Strohmaier
2025Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation.Yen-Ju Lu, Thomas Thebaud, Laureano Moro-Velzquez, Najim Dehak, Jess Villalba
2025MMATH: A Multilingual Benchmark for Mathematical Reasoning.Wenyang Luo, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2025HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction.Xiangfeng Luo, Ruoxin Zheng, Jianqiang Huang, Hang Yu
2025AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science.An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding
2025How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective.Xiao Luo, Changhu Wang, Yizhou Sun, Wei Wang
2025Generative Annotation for ASR Named Entity Correction.Yuanchang Luo, Daimeng Wei, Shaojun Li, Hengchao Shang, Jiaxin Guo, Zongyao Li, Zhanglin Wu, Xiaoyu Chen, Zhiqiang Rao, Jinlong Yang, Hao Yang
2025Task-Aware Resolution Optimization for Visual Large Language Models.Weiqing Luo, Zhen Tan, Yifan Li, Xinyu Zhao, Kwonjoon Lee, Behzad Dariush, Tianlong Chen
2025Towards Robust Mathematical Reasoning.Thang Luong, Dawsen Hwang, Hoang H. Nguyen, Golnaz Ghiasi, Yuri Chervonyi, Insuk Seo, Junsu Kim, Garrett Bingham, Jonathan Lee, Swaroop Mishra, Alex Zhai, Clara Huiyi Hu, Henryk Michalewski, Jimin Kim, Jeonghyun Ahn, Junhwi Bae, Xingyou Song, Trieu H. Trinh, Quoc V. Le, Junehyuk Jung
2025Large Language Models as Reader for Bias Detection.Xuan Luo, Jing Li, Zhong Wenzhong, Geng Tu, Ruifeng Xu
2025Through the Valley: Path to Effective Long CoT Training for Small Language Models.Renjie Luo, Jiaxi Li, Chen Huang, Wei Lu
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