Neural Topic Modeling with Cycle-Consistent Adversarial Training

29 September 2020

Papers citing "Neural Topic Modeling with Cycle-Consistent Adversarial Training"

8 / 8 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 226 0 0 23 Mar 2025
Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes Han Ye Tatiana Moreno Adrianne Alpern L. Ehwerhemuepha Annie Qu 34 0 0 19 Dec 2023
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models Wei Shao Lei Huang Shuqi Liu Shihua Ma Linqi Song BDL 18 2 0 16 Jun 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann Soujanya Poria GAN 83 14 0 09 May 2022
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence Alexander Miserlis Hoyle Pranav Goel Denis Peskov Andrew Hian-Cheong Jordan L. Boyd-Graber Philip Resnik 162 132 0 05 Jul 2021
Topic Modelling Meets Deep Neural Networks: A Survey He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 61 143 0 28 Feb 2021
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews Runcong Zhao Lin Gui Gabriele Pergola Yulan He 412 2 0 25 Jan 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 64 27 0 02 Dec 2020