A Study of Sentence-BERT Based Essay Off-topic Detection-Reference-Cited by-同舟云学术

A Study of Sentence-BERT Based Essay Off-topic Detection

Published:2023-05-26 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things
language:
Short-container-title:

Author:

Huang Pengcheng¹^ORCID,Li Li²^ORCID,Wu Chunyan¹^ORCID,Zhang Xiaoqian³^ORCID,Liu Zhigui⁴^ORCID

Affiliation:

1. School of computer science and technology, Southwest University of Science and Technology, China

2. School of computer science and technology, Southwest University of Science and Technology, China and Sichuan Industrial Autonomous Controllable Artificial Intelligence Engineering Technology Research Centre, China

3. School of information engineering, Southwest University of Science and Technology, China

4. School of computer science and technology, Southwest University of Science and Technology, China and School of information engineering, Southwest University of Science and Technology, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3603781.3603871

Reference18 articles.

1. Off-topic Essays Detection Based on Document Divergence [J];Chen Zhipeng;Journal of Chinese Information Processing,2017

2. Deerwester S , Dumais S T , Furnas G W , Indexing by latent semantic analysis[J]. Journal of the American society for information science , 1990 , 41(6): 391-407. Deerwester S, Dumais S T, Furnas G W, Indexing by latent semantic analysis[J]. Journal of the American society for information science, 1990, 41(6): 391-407.

3. Blei D M , Ng A Y , Jordan M I . Latent dirichlet allocation[J]. Journal of machine Learning research , 2003 , 3(Jan): 993-1022. Blei D M, Ng A Y, Jordan M I. Latent dirichlet allocation[J]. Journal of machine Learning research, 2003, 3(Jan): 993-1022.

4. Tashu T M , Horváth T. A layered approach to automatic essay evaluation using word-embedding [C]// International Conference on Computer Supported Education . Springer , Cham , 2018 : 77-94. Tashu T M, Horváth T. A layered approach to automatic essay evaluation using word-embedding [C]// International Conference on Computer Supported Education. Springer, Cham, 2018: 77-94.

5. A DIFFERENTIAL WORD USE MEASURE FOR CONTENT ANALYSIS IN AUTOMATED ESSAY SCORING