Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network

Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network

30 June 2021

Dongsheng Wang

Mingyuan Zhou

Papers citing "Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network"

18 / 18 papers shown

Title
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 45 0 0 17 Feb 2025
Variational Language Concepts for Interpreting Foundation Language Models Hengyi Wang Shiwei Tan Zhiqing Hong Desheng Zhang Hao Wang 27 3 0 04 Oct 2024
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space Yuyin Lu Hegang Chen Pengbo Mao Yanghui Rao H. Xie Fu Lee Wang Qing Li BDL 18 0 0 27 Aug 2024
Disentangled Generative Graph Representation Learning Xinyue Hu Zhibin Duan Xinyang Liu Yuxin Li Bo Chen Mingyuan Zhou 33 0 0 24 Aug 2024
A Non-negative VAE:the Generalized Gamma Belief Network Zhibin Duan Tiansheng Wen Muyao Wang Bo Chen Mingyuan Zhou BDL 21 1 0 06 Aug 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges Xiaobao Wu Thong Nguyen A. Luu BDL 16 33 0 27 Jan 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling Xiaobao Wu Fengjun Pan Thong Nguyen Yichao Feng Chaoqun Liu Cong-Duy Nguyen A. Luu 18 21 0 25 Jan 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation YoungJoon Yoo Jongwon Choi BDL 13 2 0 15 Dec 2023
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 15 14 0 13 Sep 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport Weijie Xu Xiaoyu Jiang Srinivasan H. Sengamedu Francis Iannacci Jinjin Zhao OT BDL 14 17 0 03 Jul 2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models Simra Shahid Tanay Anand Nikitha Srikanth S. Bhatia Balaji Krishnamurthy Nikaash Puri 10 0 0 16 May 2023
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 26 19 0 16 Oct 2022
Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang Yishi Xu Miaoge Li Zhibin Duan Chaojie Wang Bo Chen Mingyuan Zhou BDL 16 15 0 20 Sep 2022
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings Dongsheng Wang D. Guo He Zhao Huangjie Zheng Korawat Tanwisuth Bo Chen Mingyuan Zhou 17 38 0 03 Mar 2022
TopicNet: Semantic Graph-Guided Topic Discovery Zhibin Duan Yishi Xu Bo Chen Dongsheng Wang Chaojie Wang Mingyuan Zhou BDL 27 15 0 27 Oct 2021
Alignment Attention by Matching Key and Query Distributions Shujian Zhang Xinjie Fan Huangjie Zheng Korawat Tanwisuth Mingyuan Zhou OOD 27 10 0 25 Oct 2021
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 107 59 0 20 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013