AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction. - Yuchen Shi; Guochao Jiang; Tian Qiu; Deqing Yang (CIKM, 2024)

ToNER: Type-oriented Named Entity Recognition with Generative Language Model. - Guochao Jiang; Ziqin Luo; Yuchen Shi; Dixuan Wang; Jiaqing Liang; Deqing Yang (LREC/COLING, 2024)

Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding. - Yanda Li; Dixuan Wang; Jiaqing Liang; Guochao Jiang; Qianyu He; Yanghua Xiao; Deqing Yang (NAACL-HLT (Findings), 2024)

P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models. - Guochao Jiang; Zepeng Ding; Yuchen Shi; Deqing Yang (CoRR, 2024)

SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation. - Ziqin Luo; Haixia Han; Haokun Zhao; Guochao Jiang; Chengyu Du; Tingyun Li; Jiaqing Liang; Deqing Yang; Yanghua Xiao (CoRR, 2024)

Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization. - Dixuan Wang; Yanda Li; Junyuan Jiang; Zepeng Ding; Guochao Jiang; Jiaqing Liang; Deqing Yang (CoRR, 2024)

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction. - Zepeng Ding; Ruiyang Ke; Wenhao Huang; Guochao Jiang; Yanda Li; Deqing Yang; Yanghua Xiao; Jiaqing Liang (CoRR, 2024)

RASD: Retrieval-Augmented Speculative Decoding. - Guofeng Quan; Wenfeng Feng 001; Chuzhan Hao; Guochao Jiang; Yuewei Zhang 003; Hao Henry Wang (ACL (Findings), 2025)

Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy. - Guochao Jiang; Ziqin Luo; Chengwei Hu; Zepeng Ding; Deqing Yang (COLING, 2025)

RASD: Retrieval-Augmented Speculative Decoding. - Guofeng Quan; Wenfeng Feng 001; Chuzhan Hao; Guochao Jiang; Yuewei Zhang 003; Hao Wang (CoRR, 2025)

FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling. - Weiqing Li; Guochao Jiang; Xiangyong Ding; Zhangcheng Tao; Chuzhan Hao; Chenfeng Xu; Yuewei Zhang; Hao Wang (CoRR, 2025)

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving. - Zepeng Ding; Dixuan Wang; Ziqin Luo; Guochao Jiang; Deqing Yang; Jiaqing Liang (CoRR, 2025)

FlashThink: An Early Exit Method For Efficient Reasoning. - Guochao Jiang; Guofeng Quan; Zepeng Ding; Ziqin Luo; Dixuan Wang; Zheng Hu (CoRR, 2025)