Agentopic is an agent-based workflow that produces explainable topic models with F1-score 0.95 on the BBC dataset while generating 2045 hierarchical topics and explanations.
Transactions of the Association for Computational Linguistics8, 439–453 (Dec 2020)
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Agentopic: A Generative AI Agent Workflow for Explainable Topic Modeling
Agentopic is an agent-based workflow that produces explainable topic models with F1-score 0.95 on the BBC dataset while generating 2045 hierarchical topics and explanations.