AT-CRF: A Chinese Reading Comprehension Algorithm Based on Attention Mechanism and Conditional Random Fields

AT-CRF: A Chinese Reading Comprehension Algorithm Based on Attention Mechanism and Conditional Random Fields

Machine reading comprehension (MRC) is an important research topic in the field of Natural Language Processing (NLP). However, traditional MRC models often face challenges of information loss, lack of capability to retain long-distance dependence, and inability to deal with unanswerable questions wh...

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Bibliographic Details
Main Authors: Nawei Shi, Huazhang Wang, Yongqiang Cheng
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
machine reading comprehension
pre-trained model
attention mechanism
conditional random field
Online Access:https://www.mdpi.com/2076-3417/12/20/10459

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