Topic Modeling

2 items

RESEARCHarXiv CS.LG·5/5/2026

Agentopic: A Generative AI Agent Workflow for Explainable Topic Modeling

Agentopic is a novel agent-based workflow for explainable topic modeling that leverages the reasoning capabilities of Large Language Models (LLMs). It enhances transparency by enabling users to trace the reasoning behind topic assignments, achieving an F1-score of 0.95, matching GPT-4.1.

LLMs Topic Modeling Explainable AI AI agents

RESEARCHDEV.to AI·4/12/2026

LightLDA: Big Topic Models on Modest Compute Clusters

LightLDA is an innovative algorithm for efficiently building large topic models, even on modest compute clusters. It optimizes scalability and the processing of large data volumes, making advanced topic modeling more accessible.

Scalability Topic Modeling distributed computing NLP