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. 2021 Sep 28;49(22):e129. doi: 10.1093/nar/gkab829

Table 6.

Twelve BSLMs based on topic models

Algorithm Model Description
LSA BOW-LSA Latent Semantic Analysis (48)
TF-IDF-LSA
TextRank-LSA
LDA BOW-LDA Latent Dirichlet Allocation (49)
TF-IDF-LDA
TextRank-LDA
Labeled-LDA BOW-Labeled-LDA Labeled Latent Dirichlet Allocation Model (50)
TF-IDF-Labeled-LDA
TextRank-Labeled-LDA
PLSA BOW-PLSA Probabilistic Latent Semantic Analysis (32)
TF-IDF-PLSA
TextRank-PLSA