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

Yixin Wang; Shisen Yue; Yanyi Zhong

doi:10.2991/assehr.k.220131.052

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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.220131.052 How 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.
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: 10.2991/assehr.k.220131.052
ISSN: 2352-5398
DOI: 10.2991/assehr.k.220131.052 How to use a DOI?
Open Access: This is an open access article under the CC BY-NC license.

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ris enw bib

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  -

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