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bertopic-conflictos-chile-v17-academic

	🏆 BERTopic v17 - "The Academic"




	
	Research-Backed Solutions Applied:

ClassTfidfTransformer: bm25_weighting + reduce_frequent_words ngram_range=(1, 2) - entity fusions handle compounds PartOfSpeech for valid Spanish noun phrases Chained: POS → KeyBERT → MMR(diversity=1.0) top_n_words=5

K Natural: 51 topics Total docs: 3,268