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References

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Authors:

(1) Hanqing ZHAO, College of Traditional Chinese Medicine, Hebei University, Funded by National Natural Science Foundation of China (No.82004503) and Science and Technology Project of Hebei Education Department(BJK2024108) and a Corresponding Author ([email protected]);

(2) Yuehan LI, College of Traditional Chinese Medicine, Hebei University.

Table of Links

Abstract and 1. Introduction

2. Materials and Methods

2.1 Experimental Data and 2.2 Conditional random fields mode

2.3 TF-IDF algorithm and 2.4 Dependency Parser Based on Neural Network

2.5 Experimental Environment

3 Experimental results

3.1 Results of word segmentation and entity recognition

3.2 Visualization results of related entity vocabulary map

3.3 Results of dependency parsing

4 Final Remarks

5 References

5 References

[1] WANG C D,XU J,ZHANG Y. Review of entity relationship extraction[J]. Computer Engineering and Applications, 2022, 56 (12) : 25 to 36.


[2] Liu Liu, Wang Dongbo. A Survey on Named Entity Recognition [J]. Journal of Information Science,2018,37(3):329-340.


[3] GONG Yishan, DUan Yaqi. Research on Chinese Named entity Recognition method Based on different models [J]. Yangtze River Information and Communication,2021,34(1):84-86.


[4] LECUN Y, BOSER B, DENKER J S, et al. Backpropagation applied to handwritten zip code recognition[J]. Neural Comptation, 1989,1(4):541-551.


[5] Xia Yu-lu. Review on the Development of Recurrent Neural Networks [J]. Computer Knowledge and Technology,2019,15(21):182-184.


[6] XIE X Z. Research on disease knowledge map construction technology for traditional Chinese medicine orthopedic consultation[D]. Kunming: Kunming University of Science and Technology,2019.


[7] ZHANG Yingying. Research and construction of tongue imaging diagnosis system based on knowledge graph [D]. Chengdu: University of Electronic Science and Technology of China,2019. (in Chinese)


[8] WANG S. Research and application of knowledge extraction method from Chinese herbal medicine literature [D]. Changchun: Jilin University,2020. (in Chinese with English abstract)


This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license.


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