Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAL9lCutINBZpB6ZX96HCrdh0H7OCOK8uXfJkz9iBg2I8/assertion>. }
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- arXiv.2405.19266 type Entity assertion.
- baichuan2Chat type Workflow assertion.
- chatGPT type Workflow assertion.
- discMedLLM type Workflow assertion.
- gPT4 type Workflow assertion.
- huatuoGPT type Workflow assertion.
- huatuoGPTII type Workflow assertion.
- hybridInstructionPretrainingMechanism type Workflow assertion.
- knowledgeEnhancedPromptForCptCorpus type Workflow assertion.
- llama31 type Workflow assertion.
- meditron type Workflow assertion.
- rLHF type Workflow assertion.
- rolePlayingDrivenInstructionBuildingRule type Workflow assertion.
- vanillaDPO type Workflow assertion.
- vanillaSingleLoRA type Workflow assertion.
- zhongjing type Workflow assertion.
- chatGPT label "ChatGPT" assertion.
- rLHF label "RLHF" assertion.
- baichuan2Chat label "Baichuan2-7B/13B (Chat)" assertion.
- discMedLLM label "DISC-MedLLM (13B)" assertion.
- gPT4 label "GPT-4" assertion.
- huatuoGPT label "HuatuoGPT (13B)" assertion.
- huatuoGPTII label "HuatuoGPT-II (13B)" assertion.
- hybridInstructionPretrainingMechanism label "Hybrid Instruction Pre-training Mechanism" assertion.
- knowledgeEnhancedPromptForCptCorpus label "Knowledge-enhanced Prompt for CPT Corpus" assertion.
- llama31 label "Llama3.1-8B" assertion.
- meditron label "Meditron-7B" assertion.
- rolePlayingDrivenInstructionBuildingRule label "Role-playing-driven Instruction Building Rule" assertion.
- vanillaDPO label "Vanilla DPO" assertion.
- vanillaSingleLoRA label "Vanilla single LoRA" assertion.
- zhongjing label "Zhongjing (13B)" assertion.
- hybridInstructionPretrainingMechanism comment "This method is introduced during the Continuous Pre-training (CPT) phase of PediatricsGPT. It leverages data from PedCorpus (which incorporates knowledge graph resources) by assembling instruction data into completion forms and assimilating them into plain texts. This mechanism explicitly aims to bridge knowledge discrepancies and enhance the LLM's medical domain adaptation during pre-training." assertion.
- knowledgeEnhancedPromptForCptCorpus comment "This method uses specific prompts to transform structured instruction data from the KG-inclusive PedCorpus dataset into comprehensive medical knowledge texts. These texts are integrated into the PedCorpus-CPT dataset. This process directly enriches the continuous pre-training corpus for the LLM, thereby improving its knowledge expression during pre-training." assertion.
- rolePlayingDrivenInstructionBuildingRule comment "This rule describes a method within PedCorpus construction that uses GPT-4 API to generate specialized pediatric instructions. It explicitly extracts knowledge from pediatric textbooks, guidelines, and knowledge graphs to create high-quality, professional, and humanistic instruction data. This KG-enhanced data then feeds into the LLM's pre-training and fine-tuning phases, thereby enhancing the LLM's knowledge." assertion.
- hybridInstructionPretrainingMechanism subject KGEnhancedLLMPretraining assertion.
- knowledgeEnhancedPromptForCptCorpus subject KGEnhancedLLMPretraining assertion.
- rolePlayingDrivenInstructionBuildingRule subject KGEnhancedLLMPretraining assertion.
- arXiv.2405.19266 title "PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications" assertion.
- arXiv.2405.19266 describes hybridInstructionPretrainingMechanism assertion.
- arXiv.2405.19266 describes knowledgeEnhancedPromptForCptCorpus assertion.
- arXiv.2405.19266 describes rolePlayingDrivenInstructionBuildingRule assertion.
- arXiv.2405.19266 discusses baichuan2Chat assertion.
- arXiv.2405.19266 discusses chatGPT assertion.
- arXiv.2405.19266 discusses discMedLLM assertion.
- arXiv.2405.19266 discusses gPT4 assertion.
- arXiv.2405.19266 discusses huatuoGPT assertion.
- arXiv.2405.19266 discusses huatuoGPTII assertion.
- arXiv.2405.19266 discusses llama31 assertion.
- arXiv.2405.19266 discusses meditron assertion.
- arXiv.2405.19266 discusses rLHF assertion.
- arXiv.2405.19266 discusses vanillaDPO assertion.
- arXiv.2405.19266 discusses vanillaSingleLoRA assertion.
- arXiv.2405.19266 discusses zhongjing assertion.
- hybridInstructionPretrainingMechanism hasTopCategory KGEnhancedLLM assertion.
- knowledgeEnhancedPromptForCptCorpus hasTopCategory KGEnhancedLLM assertion.
- rolePlayingDrivenInstructionBuildingRule hasTopCategory KGEnhancedLLM assertion.