Moves Recognition in Abstract of Research Paper Based on Deep Learning. - Zhixiong Zhang 002; Huan Liu; Liangping Ding; Pengmin Wu; Gaihong Yu (JCDL, 2019)

Masked Sentence Model Based on BERT for Move Recognition in Medical Scientific Abstracts. - Gaihong Yu; Zhixiong Zhang 002; Huan Liu; Liangping Ding (J. Data Inf. Sci., 2019)

Automatic Keyphrase Extraction from Scientific Chinese Medical Abstracts Based on Character-Level Sequence Labeling. - Liangping Ding; Zhixiong Zhang 002; Huan Liu; Jie Li; Gaihong Yu (EEKE@JCDL, 2020)

Bert-Based Chinese Medical Keyphrase Extraction Model Enhanced with External Features. - Liangping Ding; Zhixiong Zhang 002; Yang Zhao 026 (ICADL, 2021)

Design and Implementation of Keyphrase Extraction Engine for Chinese Scientific Literature. - Liangping Ding; Zhixiong Zhang 002; Huan Liu; Yang Zhao 026 (EEKE@JCDL, 2021)

A Bootstrapped Chinese Biomedical Named Entity Recognition Model Incorporating Lexicons. - Liangping Ding; Zhixiong Zhang 002; Huan Liu (EEKE@JCDL, 2022)

Distantly Supervised Named Entity Recognition with Category-Oriented Confidence Calibration. - Liangping Ding; Tianyuan Huang; Huan Liu; Yufei Wang; Zhixiong Zhang 002 (ICADL, 2022)

Leveraging MRC Framework for Research Contribution Patterns Identification in Citation Sentences. - Yang Zhao 026; Zhixiong Zhang 002; Yue Xiao (ICADL (2), 2023)

Drug Target Extraction from Biomedical Articles Based on a Two-Stage Cascading Framework. - Xuesi Li; Liangping Ding; Zhixiong Zhang 002 (JCDL, 2023)

An Improved Meta-Knowledge Prompt Engineering Approach for Generating Research Questions in Scientific Literature. - Meng Wang 036; Zhixiong Zhang 002; Hanyu Li; Guangyin Zhang (KDIR, 2024)

Decoding the Essence of Scientific Knowledge Entity Extraction: An Innovative MRC Framework with Semantic Contrastive Learning and Boundary Perception. - Yang Li 278; Mengting Zhang; Zhixiong Zhang 002; Yajiao Wang (JCDL, 2024)

Leveraging Weight Vectors of Feature Words for Research Question Identification in Scientific Articles. - Meng Wang 036; Tian Shao; Zhixiong Zhang 002; Guangyin Zhang (JCDL, 2024)

KDPG-Enhanced MRC Framework for Scientific Entity Recognition in Survey Papers. - Maodi Hu; Li Qian; Zhijun Chang; Zhixiong Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

ProxyIE: Parameter-Free Adaptation for Scientific Information Extraction via Proxy Tuning. - Yang Li 278; Yajiao Wang; Zhixiong Zhang 002; Mengting Zhang; Meng Wang 036; Xin Lin (ADMA (3), 2025)

Explain Before Classify: Contrastive Rationale Distillation for Academic Opinion Recognition. - Mengting Zhang; Zhixiong Zhang 002; Yajiao Wang; Yang Li 278; Xin Lin; Meng Wang 036 (ADMA (1), 2025)

Innovative Sentence Classification in Scientific Literature: A Two-Phase Approach with Time Mixing Attention and Mixture of Experts. - Meng Wang 036; Mengting Zhang; Hanyu Li; Jing Xie; Zhixiong Zhang 002; Yang Li 278; Gaihong Yu (DATA, 2025)

Triples, Chains, and Trees: A Hybrid Knowledge Representation Framework for Multi-Modal Scientific Content. - Maodi Hu; Donghuan Song; Xiumin Liu; Xi Sun; Zhixiong Zhang 002 (IC3K (KDIR), 2025)

Enhanced LLM Text Classification Method with Embedded Semantic Feature Encoding. - Meng Wang 036; Jing Xie; Yang Li 278; Zhixiong Zhang 002; Hanyu Li (IC3K (KDIR), 2025)

Enhanced Reverse Reasoning in LLMs for Further Research Directions Generation. - Meng Wang 036; Hanyu Li; Jing Xie; Mengting Zhang; Yajiao Wang; Zhixiong Zhang 002 (ICMLT, 2025)

TrustSciAgent: Towards Rigorous and Trustworthy Agents for Scientific Research. - Yang Li 278; Meng Wang 036; Mengting Zhang; Zhixiong Zhang 002; Guangyin Zhang; Hanyu Li (TrustCom, 2025)

Named entity recognition for chinese scientific literature based on adversarial training and dual-masked global pointer. - Mengting Zhang; Yang Li 278; Zhixiong Zhang 002; Yajiao Wang; Qianqian Yu; Liangping Ding (Complex Intell. Syst., 2025)

Partial Annotation Learning for Biomedical Entity Recognition. - Liangping Ding; Giovanni Colavizza; Zhixiong Zhang 002 (IEEE J. Biomed. Health Informatics, 2025)

Domain-level relation extraction for informative taxonomy learning. - Maodi Hu; Donghuan Song; Li Qian; Zhixiong Zhang 002 (Data Min. Knowl. Discov., 2025)

A tool-augmented LLM workflow for automated research contribution patterns extraction from citation sentences. - Yang Zhao 026; Yue Xiao; Yajiao Wang; Zhixiong Zhang 002 (Int. J. Digit. Libr., 2026)