A survey of the development of computer text analysis algorithms
Abstract： Computer text analysis is an important branch in the field of natural language processing, and it is a computer technology that studies how to extract various types of information from a given corpus from text data. At present, computer text analysis has entered a new historical stage. On...
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| Format: | Article |
| Language: | zho |
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National Computer System Engineering Research Institute of China
2023-03-01
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| Series: | Dianzi Jishu Yingyong |
| Subjects: | |
| Online Access: | http://www.chinaaet.com/article/3000160065 |
| _version_ | 1797448186393001984 |
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| author | Sun Jinghan Ren Jing |
| author_facet | Sun Jinghan Ren Jing |
| author_sort | Sun Jinghan |
| collection | DOAJ |
| description | Abstract： Computer text analysis is an important branch in the field of natural language processing, and it is a computer technology that studies how to extract various types of information from a given corpus from text data. At present, computer text analysis has entered a new historical stage. On the one hand, the keyword extraction algorithm has gradually been completed. On the other hand, with the emergence of the BERT method, the word vector calculation problem has also made great progress. However, there are still some problems to be solved in both keyword extraction and word vector calculation. In addition, many existing studies suitable for using text analysis still use ancient text analysis methods. Therefore, in the future, how to better reduce the model size to promote the integration of disciplines and improve the comprehensive social benefits of text analysis will become an important issue in the development of text analysis algorithms. |
| first_indexed | 2024-03-09T14:06:49Z |
| format | Article |
| id | doaj.art-5b715f19401148598e4610402116ccfc |
| institution | Directory Open Access Journal |
| issn | 0258-7998 |
| language | zho |
| last_indexed | 2024-03-09T14:06:49Z |
| publishDate | 2023-03-01 |
| publisher | National Computer System Engineering Research Institute of China |
| record_format | Article |
| series | Dianzi Jishu Yingyong |
| spelling | doaj.art-5b715f19401148598e4610402116ccfc2023-11-30T03:43:54ZzhoNational Computer System Engineering Research Institute of ChinaDianzi Jishu Yingyong0258-79982023-03-01493424710.16157/j.issn.0258-7998.2231173000160065A survey of the development of computer text analysis algorithmsSun Jinghan0Ren Jing1(1.Beijing University of Technology，Beijing100124， ChinaThe Sixth Research Institute of China Electronics Corporation， Beijing 100083， China)Abstract： Computer text analysis is an important branch in the field of natural language processing, and it is a computer technology that studies how to extract various types of information from a given corpus from text data. At present, computer text analysis has entered a new historical stage. On the one hand, the keyword extraction algorithm has gradually been completed. On the other hand, with the emergence of the BERT method, the word vector calculation problem has also made great progress. However, there are still some problems to be solved in both keyword extraction and word vector calculation. In addition, many existing studies suitable for using text analysis still use ancient text analysis methods. Therefore, in the future, how to better reduce the model size to promote the integration of disciplines and improve the comprehensive social benefits of text analysis will become an important issue in the development of text analysis algorithms.http://www.chinaaet.com/article/3000160065 text analysisnatural language processingalgorithm |
| spellingShingle | Sun Jinghan Ren Jing A survey of the development of computer text analysis algorithms Dianzi Jishu Yingyong text analysis natural language processing algorithm |
| title | A survey of the development of computer text analysis algorithms |
| title_full | A survey of the development of computer text analysis algorithms |
| title_fullStr | A survey of the development of computer text analysis algorithms |
| title_full_unstemmed | A survey of the development of computer text analysis algorithms |
| title_short | A survey of the development of computer text analysis algorithms |
| title_sort | survey of the development of computer text analysis algorithms |
| topic | text analysis natural language processing algorithm |
| url | http://www.chinaaet.com/article/3000160065 |
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