Table 3 Hyperparameter testing of BERTopic.

From: Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic

 

Publication

n-gram range

Number of topics

Minimum topic size

Growing-science of LSB-TE

26,164

(1,1) or (1,2) or (1,3)

50 ~ 1000

130–780

Growing-science of LSB-PS

10,577

50–300

Growing-science of PS-TE

49,042

240–1440

Growing-science of LSB-PS-TE

904

5–50