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Repository of the paper Handling Hallucinations In Neural Semantic Parsing.

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Handling Hallucinations In Neural Semantic Parsing

Repository of the paper Handling Hallucinations In Neural Semantic Parsing.

Structure of the Repository

The repository contains three main folders

  • Hallucination Simulation Framework (HSF)
    • Located in HSF-KQA-PRO/HallucinationSimulationFramework
    • It is used to generate the dataset which will be used by the NSP model to train and extract hallucination detection features
  • NSP model
    • Located in HSF-KQA-PRO/Bart_Program
    • With that code you can train and extract
  • Hallucination Detection Model
    • Located in HallucinationDetectionModel
    • This folder contains the code to train the HDM model
    • And it contains the end-to-end scorer

Code of Conduct

This project has adopted the Amazon Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Security issue notifications

If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our vulnerability reporting page. Please do not create a public github issue.

Licensing

See LICENSE and THIRD-PARTY-LICENSES in the root of the project.

  • CC BY NC: all folders except HSF-KQA-PRO/HallucinationSimulationFramework/out_folder
  • CC BY SA: HSF-KQA-PRO/HallucinationSimulationFramework/out_folder

Authors

  • Andrea Bacciu
  • Marco Damonte
  • Marco Basaldella
  • Emilio Monti

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Repository of the paper Handling Hallucinations In Neural Semantic Parsing.

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