Short text automatic scoring system based on BERT-BiLSTM model

Short text automatic scoring system based on BERT-BiLSTM model

Aiming at the problems of sparse features, polysemy of one word and less context related information in short text automatic scoring, a short text automatic scoring model based on bidirectional encoder representations from transformers - bidirectional long short-term memory (BERT-BiLSTM) is proposed...

Full description

Saved in:
Bibliographic Details
Main Authors: XIA Linzhong, YE Jianfeng, LUO De’an, GUAN Mingxiang, LIU Jun, CAO Xuemei
Format: Article
Language:English
Published: Science Press (China Science Publishing & Media Ltd.) 2022-05-01
Series:Shenzhen Daxue xuebao. Ligong ban
Subjects:
signal and information processing
natural language processing
bert language model
short text automatic scoring
long short-term memory net
quadratic weighted kappa coefficient
Online Access:https://journal.szu.edu.cn/en/#/digest?ArticleID=2434
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://journal.szu.edu.cn/en/#/digest?ArticleID=2434

Similar Items