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News/A Comparative Evaluation of Structural Topic Models and BERTopic for Short, Open-Ended Survey Responses
arxiv
PublishedMay 25, 2026 at 4:00 AM

A Comparative Evaluation of Structural Topic Models and BERTopic for Short, Open-Ended Survey Responses

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arXiv:2605.23093v1 Announce Type: new Abstract: Topic modeling in applied psychology increasingly spans two methodological traditions: probabilistic bag-of-words models and newer embedding-based approaches. Yet many evaluations of these methods rely on longer and cleaner benchmark corpora, leaving l

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