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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
2025Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models.Hao Zhang, Bo Huang, Zhenjia Li, Xi Xiao, Hui Yi Leong, Zumeng Zhang, Xinwei Long, Tianyang Wang, Hao Xu
2025Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?Junyan Zhang, Yiming Huang, Shuliang Liu, Yubo Gao, Xuming Hu
2025LeanK: Learnable K Cache Channel Pruning for Efficient Decoding.Yike Zhang, Zhiyuan He, Huiqiang Jiang, Chengruidong Zhang, Yuqing Yang, Jianyong Wang, Lili Qiu
2025Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State.Dongyu Zhang, Qingqing Hong, Bingxuan Hou, Jiayi Lin, Chenyang Zhang, Jialin Li, Junli Wang
2025Self-Correction Makes LLMs Better Parsers.Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li
2025CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing.Boyu Zhang, Ping He, Tianyu Du, Xuhong Zhang, Lei Yun, Kingsum Chow, Jianwei Yin
2025Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning.Changshuo Zhang, Ang Gao, Xiao Zhang, Yong Liu, Deyang Li, Fangchao Liu, Xinyu Zhang
2025LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval.Jian Zhang, Junyi Guo, Junyi Yuan, Huanda Lu, Yanlin Zhou, Fangyu Wu, Qiufeng Wang, Dongming Lu
2025SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models.Bo Zhang, Cong Gao, Linkang Yang, Bingxu Han, Minghao Hu, Zhunchen Luo, Guotong Geng, Xiaoying Bai, Jun Zhang, Wen Yao, Zhong Wang
2025AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity.Yu Zhang, Dong Guo, Fang Wu, Guoliang Zhu, Dian Ding, Yiming Zhang
2025Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning.Jizhi Zhang, Chongming Gao, Wentao Shi, Xi-Lin Chen, Jingang Wang, Xunliang Cai, Fuli Feng
2025Versatile Framework for Song Generation with Prompt-based Control.Yu Zhang, Wenxiang Guo, Changhao Pan, Zhiyuan Zhu, Ruiqi Li, Jingyu Lu, Rongjie Huang, Ruiyuan Zhang, Zhiqing Hong, Ziyue Jiang, Zhou Zhao
2025English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge.Zekai Zhang, Yiduo Guo, Jiuheng Lin, Shanghaoran Quan, Huishuai Zhang, Dongyan Zhao
2025Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment.Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering.Jinxu Zhang, Qiyuan Fan, Yu Zhang
2025Enhancing Goal-oriented Proactive Dialogue Systems via Dynamic Multi-dimensional Consistency Optimization.Didi Zhang, Yaxin Fan, Peifeng Li, Qiaoming Zhu
2025KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing.Mengqi Zhang, Bowen Fang, Qiang Liu, Xiaotian Ye, Shu Wu, Pengjie Ren, Zhumin Chen, Liang Wang
2025Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs.Zhang Zhang, Guhao Feng, Jian Guan, Di He, Wei Wu
2025OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration.Jusheng Zhang, Yijia Fan, Kaitong Cai, Xiaofei Sun, Keze Wang
2025DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off.Jusheng Zhang, Yijia Fan, Kaitong Cai, Zimeng Huang, Xiaofei Sun, Jian Wang, Chengpei Tang, Keze Wang
2025Jailbreak Distillation: Renewable Safety Benchmarking.Jingyu Zhang, Ahmed Elgohary, Xiawei Wang, A S. M. Iftekhar, Ahmed Magooda, Benjamin Van Durme, Daniel Khashabi, Kyle Jackson
2025Complex Numerical Reasoning with Numerical Semantic Pre-training Framework.Jun Zhang, Haihong E, Tianyi Hu, Yifan Zhu, Meina Song, Haoran Luo
2025AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time.Junyu Zhang, Runpei Dong, Han Wang, Xuying Ning, Haoran Geng, Peihao Li, Xialin He, Yutong Bai, Jitendra Malik, Saurabh Gupta, Huan Zhang
2025SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning.Yuhao Zhang, Shaoming Duan, Jinhang Su, Chuanyi Liu, Peiyi Han
2025CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion.Sheng Zhang, Yifan Ding, Shuquan Lian, Shun Song, Hui Li
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