ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics

3 February 2023

Papers citing "ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics"

7 / 7 papers shown

Title
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors M. Nagda Phil Ostheimer Sophie Fellenz 27 0 0 22 Oct 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen A. Luu 33 6 0 28 May 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges Xiaobao Wu Thong Nguyen A. Luu BDL 8 33 0 27 Jan 2024
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 14 0 0 04 Jun 2023
Contextualized Topic Coherence Metrics Hamed Rahimi Jacob Louis Hoover David M. Mimno Hubert Naacke Camélia Constantin B. Amann 12 16 0 23 May 2023
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 88 69 0 23 Oct 2020
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach Derek Greene J. Cross 23 175 0 11 Jul 2016