About me

I am an Associate Professor at Hefei University of Technology. I obtained my Ph.D. from The Chinese University of Hong Kong, Shenzhen, supervised by Prof.Xiang Wan and Prof.Tsung-Hui Chang. Before that, I received a master’s degree in computer science and technology from Harbin Institute of Technology, supervised by Prof.Yi Guan.

Research Interests

Multimodal, Large Language Model, Summarization, Named Entity Recognition, and Natural Language Processing

News

• two papers are accepted to ACL 2023
• two papers are accepted to AAAI 2023
• three papers are accepted to NAACL 2022
• two papers are accepted to ACL 2022
• one paper are accepted to ACL 2021

Publications

• Improving Radiology Summarization with Radiograph and Anatomy Prompts [pdf]
  Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan and Tsung-Hui Chang
  Findings of ACL 2023

• Improving Grammatical Error Correction with Multimodal Feature Integration. [pdf]
  Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao and Tsung-Hui Chang
  Findings of ACL 2023

• A Simple yet Effective Subsequence-Enhanced Approach for Cross-Domain NER [pdf]
  Jinpeng Hu, DanDan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang
  AAAI 2023

• EASAL: Entity-Aware Subsequence-based Active Learning for Named Entity Recognition [pdf]
  Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan and Tsung-Hui Chang
  AAAI 2023

• Hero-Gang Neural Model For Named Entity Recognition [pdf]
  Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan and Tsung-Hui Chang
  NAACL 2022

• Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training [pdf]
  Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan and Tsung-Hui Chang
  MICCAI 2022

• A Label-Aware Autoregressive Framework for Cross-Domain NER [pdf]
  Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan and Tsung-Hui Chang
  Findings of NAACL 2022

• Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction [pdf]
  Yang Liu, Jinpeng Hu, Xiang Wan and Tsung-Hui Chang
  Findings of NAACL 2022

• Graph Enhanced Contrastive Learning for Radiology Findings Summarization [pdf]
  Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan and Tsung-Hui Chang
  ACL 2022

• A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction [pdf]
  Yang Liu, Jinpeng Hu, Xiang Wan and Tsung-Hui Chang
  Findings of ACL 2022

• Word Graph Guided Summarization for Radiology Findings [pdf]
  Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan and Tsung-Hui Chang
  Findings of ACL 2021