Quantifying consistency and accuracy of Latent Dirichlet Allocation

arXiv:2511.12850 · cs.CL · Submitted 2026-08-19 · Read on arXiv

Saranzaya Magsarjav, Jonathan Tuke, Lewis Mitchell, Melissa Humphries

cs.CL

Submitted: 2026-08-19

Updated: 2026-08-20

Terminology

• Accuracy — 19× in this paper · explained in 1 episode
• Consistency — 12× in this paper · explained in 3 episodes
• Latent Dirichlet Allocation — 6× in this paper
• Clustering — 3× in this paper · explained in 2 episodes
• Jensen-Shannon Similarity — 2× in this paper
• Robustness — 2× in this paper · explained in 5 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Rank-Biased Overlap — 1× in this paper

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