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Table 5 Coherence scores of different weighting methods for the weighting model

From: Improving topic modeling through homophily for legal documents

  \(w_j^P\) \(w_j^S\) \(w_j^P + w_j^S\) \(w_j^P \times w_j^S\) \(w_s^P\) \(w_s^S\) \(w_s^S + w_s^P\) \(w_s^S \times w_s^P\)
\(|T| = 200\) 0.180 0.176 0.165 0.174 0.170 0.171 0.172 0.170
\(|T| = 100\) 0.166 0.175 0.176 0.169 0.170 0.169 0.171 0.168
\(|T| = 50\) 0.172 0.171 0.164 0.167 0.175 0.170 0.170 0.174
\(|T| = 10\) 0.190 0.181 0.192 0.187 0.177 0.180 0.175 0.179