A Pitman-Yor Process Self-Aggregated Topic Model for Short Texts of Social Media

In recent years, with the rapid growth of social media, short texts have been very prevalent on the internet. Due to the limited length of each short text, word co-occurrence information in this type of documents is sparse. Conventional topic models based on word co-occurrence are unable to distill...

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Bibliographic Details
Main Authors: Yue Niu, Hongjie Zhang, Jing Li
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9540607/