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Author

Trenton W. Ford

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Preprint Aug 2026

Comment-level Topic Drift Analysis in the Reddit Corpus

We present a novel application of embedding-based dynamic topic modeling techniques to detect and quantify topic drift at the comment level in a massive corpus. By leveraging pretrained language models to generate contextualized semantic embeddings for short text, we analyzed 12.7 billion Reddit comments spanning 2006...

Steven Morse, Daniel Runfola, Trenton W. Ford · 0 citations

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