Dictionary-Based Transfer Learning for One-Class Text Classification

Xie, Haoxin; Liu, Bo; Xiao, Yanshan

Dictionary-Based Transfer Learning for One-Class Text Classification

Xie, Haoxin and Liu, Bo and Xiao, Yanshan (2023) Dictionary-Based Transfer Learning for One-Class Text Classification. In: Proceedings of the 2nd International Conference on Mathematical Statistics and Economic Analysis, MSEA 2023, May 26–28, 2023, Nanjing, China.

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Abstract

One-class classification requires only positive samples to build the model. In this paper, we propose a novel method for one-class text learning based on transfer learning and dictionary learning (DTOC). We integrate transfer learning and dictionary learning into one-class text model. In order to so

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 16:32
Last Modified:	17 Apr 2026 02:37
URI:	http://eprints.eai.eu/id/eprint/44212

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