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- Methods to retrieve relevant data in the KG
- Methods to rerank the retrieved data from the KG
- Advanced prompt techniques like Chain-of-Thought, Tree of Thoughts (ToT) and Graph of Thoughts (GoT) to handle complex questions
Literature:
Towards Improving the Performance of Question Answering System using Knowledge Graph - A Survey
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Fact Checking
Contributors: please fill in ...
- Diego Collarana (FIT)
- Daniel Baldassare (doctima)
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Draft from Daniel Baldassare
Definition/Description: Fact checking deals with the assertion of llm output's truthfulness.
Two main methods:
- Retrieve facts from KG (RAG- Approach)
- Train custom checker model augmented with knowledge from KG
Literature:
Fake News Detection
Contributors:
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