HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding

HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding

16 October 2022

Dongsheng Wang

Mingyuan Zhou

Papers citing "HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding"

13 / 13 papers shown

Title
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 48 0 0 17 Feb 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Duc Nguyen Tung Nguyen Duc Anh Nguyen L. Van Sang Dinh T. Nguyen 66 0 0 30 Nov 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 28 0 0 27 Aug 2024
HYDEN: Hyperbolic Density Representations for Medical Images and Reports Zhi Qiao Linbin Han Xiantong Zhen Jia-Hong Gao Zhen Qian 46 0 0 19 Aug 2024
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm Xiaobao Wu Thong Nguyen Delvin Ce Zhang William Yang Wang A. Luu 37 9 0 28 May 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng A. Luu 43 6 0 12 Feb 2024
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu Yifan Sun Faen Zhang Anqi Xu Xiu-Shen Wei Yi Yang 24 5 0 18 Nov 2023
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 28 14 0 13 Sep 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 24 1 0 24 Jul 2023
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold Tuc Nguyen-Van Dung D. Le The-Anh Ta 38 1 0 10 Jul 2023
Effective Neural Topic Modeling with Embedding Clustering Regularization Xiaobao Wu Xinshuai Dong Thong Nguyen A. Luu BDL 18 34 0 07 Jun 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
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013