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hierarchical topic modeling

7 papers

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Also known as

HTM

Co-occurring keywords · papers mentioning both

topic hierarchy (3) topic coherence (2) topic modeling (2) contrastive learning (2) choice modeling (1) domain knowledge (1) gaussian mixture model (1) structural equation model (1) topic model (1) variational autoencoder (1)

Papers

Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding COLING 2024 On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling AAAI 2024 Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance EMNLP 2024 Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling ACL 2023 Knowledge-Aware Bayesian Deep Topic Model NeurIPS 2022 CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011