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Generate highlights from abstracts, check whether they contain hallucinations and if so, classify the hallucination as factual or not.

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Summarization Pipeline with Hallucination Detection

This repository contains the code for a complete pipeline of generating abstract summarization, detecting whether the generated summary contains hallucination, and if hallucination is present, classify whether each hallucinated token is factual or non factual.

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Generate highlights from abstracts, check whether they contain hallucinations and if so, classify the hallucination as factual or not.

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  • Jupyter Notebook 99.0%
  • Python 1.0%