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Topic Modeling on 20 Newsgroups

Topic Modeling on 20 Newsgroups

0.413NPMITriTopic

Updated 8mo ago

Evaluation results

Method	Links
TriTopic2026.02		0.413
NMF2026.02		0.375
LDA2026.02		0.254
BERTopic2026.02		0.22

State-of-the-art paper

TriTopic

TriTopic: Tri-Modal Graph-Based Topic Modeling with Iterative Refinement and Archetypes

Dataset

20 Newsgroups

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Related benchmarks

Topic Modeling on AG News Topic Modeling on Aggregate 4 datasets n=240 Topic Modeling on Cross-seed stability configurations Topic Modeling on Arxiv Topic Modeling on 20 Newsgroups (Mean NMI)

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