Use of Advanced RAG to Improve Fact-Checking Ability of Large Language Model
Content summary:
The fact-checking capability of large language models will provide significant opportunities to intervene and manage the "infodemic", especially in a deeply mediatized society. This presentation will provide a brief introduction to the role of AI in "infodemic" and fact-checking research, then demonstrate advanced RAG techniques for improving the LLM's ability of fact-checking with practical cases.
Presenter: Jingyi Huang
Code and materials used in this video can be downloaded from GitHub:
240420_JingyiHuang_RAG.pdf; 240420_Merger_Retriever.ipynb; 240420_SWR_KG.ipynb
https://github.com/DreamJarsAI/Apply-...
Hashtags: #RAG #artificialintelligence #machinelearning #deeplearning #python #pythonprogramming #pythontutorial #aitutorial #coding #neuralnetworks #neuralnetwork #pytorch #computervision #nlp #naturallanguageprocessing #scikitlearn