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Statistical Analysis and Automatic Recognition of Grammatical Errors in Teaching Chinese as a Second Language
- Source :
- Lecture Notes in Computer Science ISBN: 9783030381882, CLSW
- Publication Year :
- 2020
- Publisher :
- Springer International Publishing, 2020.
-
Abstract
- Foreigners make various grammatical errors when learning Chinese due to the negative transfer of their mother tongue, learning strategies, etc. At present, the research on grammatical errors mainly focuses on a certain word or a certain kind of errors, resulting in a lack of comprehensive understanding. In this paper, a statistical analysis on large-scale data sets of grammatical errors made by second language learners is conducted, including words with grammatical errors and their quantities. The statistical analysis gives people a more comprehensive understanding of grammatical errors and have certain guiding significance for teaching Chinese as a second language (TCSL). Because of the large proportion of grammatical errors of “的[de](of)”, the usages of “的[de](of)” are integrated into automatic recognition of Chinese grammatical errors. Experimental results show that the performance is overall improved.
- Subjects :
- Computer science
business.industry
First language
Negative transfer
computer.software_genre
TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES
Second language
Statistical analysis
Artificial intelligence
Second language learners
business
computer
Word (computer architecture)
Natural language processing
Subjects
Details
- ISBN :
- 978-3-030-38188-2
- ISBNs :
- 9783030381882
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Computer Science ISBN: 9783030381882, CLSW
- Accession number :
- edsair.doi...........fedcd9e9b43734120dd5c28d77450367