TopicNet: Semantic Graph-Guided Topic Discovery

TopicNet: Semantic Graph-Guided Topic Discovery

27 October 2021

Dongsheng Wang

Mingyuan Zhou

Papers citing "TopicNet: Semantic Graph-Guided Topic Discovery"

9 / 9 papers shown

Title
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 33 0 0 27 Aug 2024
A Note on Bias to Complete Jia Xu Mona Diab 49 2 0 18 Feb 2024
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport Weijie Xu Xiaoyu Jiang Srinivasan H. Sengamedu Francis Iannacci Jinjin Zhao OT BDL 34 18 0 03 Jul 2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models Simra Shahid Tanay Anand Nikitha Srikanth S. Bhatia Balaji Krishnamurthy Nikaash Puri 34 0 0 16 May 2023
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 46 20 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 38 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 30 38 0 03 Mar 2022
Alignment Attention by Matching Key and Query Distributions Shujian Zhang Xinjie Fan Huangjie Zheng Korawat Tanwisuth Mingyuan Zhou OOD 29 10 0 25 Oct 2021
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 117 59 0 20 Oct 2020