. . . . "PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications" . . . . . . . "The PediatricsGPT method proposes a systematic training pipeline for an LLM assistant. A key component of this pipeline, the \"hybrid instruction pre-training mechanism\" within the Continuous Pre-Training phase, explicitly integrates knowledge graph resources into the PedCorpus-CPT dataset. This integration directly enhances the LLM's foundational medical knowledge and domain adaptation during pre-training, ultimately improving its performance in pediatric applications." . "PediatricsGPT (Training Pipeline)" . . . "RLHF" . . "Vanilla DPO" . . . "2026-02-26T15:17:38.377Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2405.19266" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "HBbpDHYguQhNB8rjsMbhrBOoL9Xxat4jquO3uJAe8AeFsB4DRjMJY6fu11kVBNJtEMYmaapYjG6WJhkwwmHFH/31a9gRbOCtMdvsDdMXwI9U5rMzk20ndgtMsIfes/qD14mCOfbnOiHVttgkS1rwf94jwQhXPJqXZLsqYGUl0JreHO7bJB/obtaEl6vhAMfw+bPVoD8lQSGzGcDTcrwxjEa92Up6feDdJAoYEz0IGHqD+DDRjbriApxcOOLoVep//IQvpsA5qEND4akP0lwJhRIrcxkXrPX8UAzeQTJPPWvYh2oJXW/gdF+orDdur9kxf/+8CYjRUlUJ2yXTud/cKg==" . . .