Proceedings of the 2021 International Conference on Education, Language and Art (ICELA 2021)

Understanding Differences Between Human Language Processing and Natural Language Processing by the Synchronized Model

Authors
Yixin Wang1, , Shisen Yue2, *, , Yanyi Zhong3,
1School of International Education, Nanchang Hangkong University, Nanchang, Jiangxi, China
2School of Foreign Language, Shanghai Jiaotong University, Shanghai, China
3School of English Studies, South China Business College University, Guangzhou, Guangdong, China

Those authors contributed equally.

*Corresponding author. Email: 2lyw520@sjtu.edu.cn
Corresponding Author
Shisen Yue
Available Online 1 February 2022.
DOI
10.2991/assehr.k.220131.052How to use a DOI?
Keywords
Natural Language Processing; Human Language Processing; Artificial Intelligence; Linguistics
Abstract

Chat applications using Artificial Intelligence (AI) based on Natural Language Processing (NLP) platforms have been reported to be gradually accepted by people. This research aims to investigate differences between human language processing and Natural Language Processing (NLP) system, which is the core technology of most chat applications, using the synchronized language model. To achieve this objective, this research first distribute and collect questionnaires with questions such as the frequency and motivation of using AI chatbots among university students. The study then evaluate the selected chatbot with linguistic method and knowledge through semantics and pragmatics. Practically, this study proposes valid approaches to perfect existing chatbots. This study suggests that AI chatbots based on NLP can be applied to complete tasks but differ apparently from the human language processing system. The conclusion drawn from this study is that if the AI chatbot is developed to recognize misspelled words and their vocabulary is expanded, it will enhance the applicability of AI chatbots and fit them into people’s lives.

Copyright
© 2022 The Authors. Published by Atlantis Press SARL.
Open Access
This is an open access article under the CC BY-NC license.

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Volume Title
Proceedings of the 2021 International Conference on Education, Language and Art (ICELA 2021)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
1 February 2022
ISBN
978-94-6239-527-5
ISSN
2352-5398
DOI
10.2991/assehr.k.220131.052How to use a DOI?
Copyright
© 2022 The Authors. Published by Atlantis Press SARL.
Open Access
This is an open access article under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Yixin Wang
AU  - Shisen Yue
AU  - Yanyi Zhong
PY  - 2022
DA  - 2022/02/01
TI  - Understanding Differences Between Human Language Processing and Natural Language Processing by the Synchronized Model
BT  - Proceedings of the 2021 International Conference on Education, Language and Art (ICELA 2021)
PB  - Atlantis Press
SP  - 287
EP  - 294
SN  - 2352-5398
UR  - https://doi.org/10.2991/assehr.k.220131.052
DO  - 10.2991/assehr.k.220131.052
ID  - Wang2022
ER  -