# Knowledge-enhanced

LoyalMaid-12B is a large language model with a 12B parameter scale, obtained by fusing multiple pre-trained language models using the mergekit tool.

KRISSBERT is a knowledge-enhanced self-supervised learning model for biomedical entity linking. It trains contextual encoders using unannotated text and domain knowledge to effectively address the diversity and ambiguity of entity names.

KE-T5 is a Korean-English bilingual text generation model based on the T5 architecture, developed by the Korea Electronics Technology Institute, supporting cross-lingual knowledge transfer for dialogue generation tasks.