conftrace_

hierarchical topic modeling

7 papers

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Also known as

HTM

Co-occurring keywords

topic hierarchy (11) topic coherence (57) topic modeling (461) contrastive learning (4032) stick-breaking (1) choice modeling (5) domain knowledge (163) gaussian mixture model (389) structural equation model (77) variational autoencoder (1288)

Papers

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling AAAI 2024
Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding COLING 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 NIPS 2022
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011