Table 7 Speed of PhT-LM with different retrieval strategies in test dataset.

From: A lightweight large language model for regulatory affairs translation in pharmaceutical industry

Model

English-Chinese

Chinese-English

ES retrieval only

30.49s

19.40s

Proportional fusion

56.28s

38.11s