Advances of Deep Learning in Protein Science: A Comprehensive Survey

no code implementations • 8 Mar 2024 • Bozhen Hu, Cheng Tan, Lirong Wu, Jiangbin Zheng, Jun Xia, Zhangyang Gao, Zicheng Liu, Fandi Wu, Guijun Zhang, Stan Z. Li

Protein representation learning plays a crucial role in understanding the structure and function of proteins, which are essential biomolecules involved in various biological processes.

Drug Discovery Protein Function Prediction +2

A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition

no code implementations • 5 Aug 2022 • Wentao Kang, Guijun Zhang, Xiao Fu

Named Entity Recognition (NER) is an important task in natural language processing.

named-entity-recognition Named Entity Recognition +1

A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis

no code implementations • 11 Jan 2021 • Xiao Fu, Guijun Zhang

We propose a new Named entity recognition (NER) method to effectively make use of the results of Part-of-speech (POS) tagging, Chinese word segmentation (CWS) and parsing while avoiding NER error caused by POS tagging error.

Chinese Named Entity Recognition Chinese Word Segmentation +6