Short Text Topic Modeling Techniques, Applications, and Performance: A Survey

13 April 2019

Papers citing "Short Text Topic Modeling Techniques, Applications, and Performance: A Survey"

10 / 10 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 212 0 0 23 Mar 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Nguyen Tung Nguyen Duc Anh Nguyen Linh Ngo Van Sang Dinh Truong Nguyen 154 1 0 30 Nov 2024
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification Yuanzhe Jin Adrian Carrasco-Revilla Min Chen VLM 80 1 0 24 Sep 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 258 4 0 02 Apr 2024
Improving Topic Models with Latent Feature Word Representations Dat Quoc Nguyen R. Billingsley Lan Du Mark Johnson 58 343 0 15 Oct 2018
Topic Modeling over Short Texts by Incorporating Word Embeddings Jipeng Qiang Ping Chen Tong Wang Xindong Wu BDL 49 106 0 27 Sep 2016
Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts Y. Zuo Jichang Zhao Ke Xu 58 179 0 17 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,529 0 16 Oct 2013
Integrating Document Clustering and Topic Modeling P. Xie Eric Xing 52 200 0 26 Sep 2013
The Author-Topic Model for Authors and Documents Michal Rosen-Zvi Thomas Griffiths M. Steyvers Padhraic Smyth 472 1,694 0 11 Jul 2012