A survey on neural topic models: methods, applications, and challenges

Topic models have been prevalent for decades to discover latent topics and infer topic proportions of documents in an unsupervised fashion. They have been widely used in various applications like text analysis and context recommendation. Recently, the rise of neural networks has facilitated the emer...

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Bibliographic Details
Main Authors: Wu, Xiaobao, Nguyen, Thong, Luu, Anh Tuan
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/178109