A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain-Reference-Cited by-同舟云学术

A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain

Published:2021-04-19 Issue: Volume: Page:260-268
ISSN:
Container-title:Companion Proceedings of the Web Conference 2021
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Author:

Arslan Yusuf¹,Allix Kevin¹,Veiber Lisa¹,Lothritz Cedric¹,Bissyandé Tegawendé F.¹,Klein Jacques¹,Goujon Anne²

Affiliation:

1. University of Luxembourg, Luxembourg

2. BGL BNP Paribas, Luxembourg

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3442442.3451375

Reference52 articles.

1. 20News. 2008. 20News. http://qwone.com/~jason/20Newsgroups/. Online ; accessed January 2021 . 20News. 2008. 20News. http://qwone.com/~jason/20Newsgroups/. Online; accessed January 2021.

2. Ashutosh Adhikari Achyudh Ram Raphael Tang and Jimmy Lin. 2019. DocBERT: BERT for Document Classification.CoRR abs/1904.08398(2019). Ashutosh Adhikari Achyudh Ram Raphael Tang and Jimmy Lin. 2019. DocBERT: BERT for Document Classification.CoRR abs/1904.08398(2019).

3. Charu C Aggarwal and ChengXiang Zhai . 2012. A survey of text classification algorithms . In Mining text data . Springer , 163–222. Charu C Aggarwal and ChengXiang Zhai. 2012. A survey of text classification algorithms. In Mining text data. Springer, 163–222.

4. Publicly Available Clinical

5. Multiclass patent document classification

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