The Dynamic Embedded Topic Model

The Dynamic Embedded Topic Model

12 July 2019

Adji Bousso Dieng

Francisco J. R. Ruiz

Papers citing "The Dynamic Embedded Topic Model"

14 / 14 papers shown

Title
Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Elisabeth Fittschen Bella Xia Leib Celnik Paul Dilley Tom Lippincott 49 0 0 27 Apr 2025
tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data Christos Chatzis Carla Schenker Max Pfeffer E. Acar 48 1 0 01 Jul 2024
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek Schyan Zafar Geoff K. Nicholls 37 1 0 01 Nov 2023
Evaluating Dynamic Topic Models Charu James M. Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 29 1 0 12 Sep 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 23 0 0 04 Jun 2023
What Does the Indian Parliament Discuss? An Exploratory Analysis of the Question Hour in the Lok Sabha Suman Adhya Debarshi Kumar Sanyal 13 4 0 01 Apr 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 32 6 0 03 Feb 2023
The future is different: Large pre-trained language models fail in prediction tasks K. Cvejoski Ramses J. Sanchez C. Ojeda 22 3 0 01 Nov 2022
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Zhibin Duan Dongsheng Wang Bo Chen Chaojie Wang Wenchao Chen Yewen Li J. Ren Mingyuan Zhou BDL 37 38 0 30 Jun 2021
Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference Schyan Zafar Geoff K. Nicholls 30 2 0 14 Apr 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings Kailash Saravanakumar Miguel Ballesteros Muthu Kumar Chandrasekaran Kathleen McKeown 24 20 0 26 Jan 2021
Topic Space Trajectories: A case study on machine learning literature Bastian Schafermeier Gerd Stumme Tom Hanika 24 6 0 23 Oct 2020
Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back Takahiro Yoshida Ryohei Hisano T. Ohnishi 35 6 0 25 Feb 2020
Dynamic Word Embeddings Robert Bamler Stephan Mandt BDL 161 231 0 27 Feb 2017