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title: README
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---
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title: README
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emoji: π
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---
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<div align="center">
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<a href="https://factcheck.dei.unipd.it"><picture>
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<img src="https://raw.githubusercontent.com/FactCheck-AI/.github/main/profile/FactCheck-Logo.png" width="200" alt="FactCheck-AI Logo" />
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</picture></a>
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### Advancing automated Knowledge Graph (KG) fact verification through Large Language Models (LLMs).
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</div>
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## π Key Repositories
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- **[FactCheck -- Benchmark](https://github.com/FactCheck-AI/FactCheck)**: Main repository for "FactCheck Benchmark" -- KG Validation via LLMs
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- **[Exploration](https://github.com/FactCheck-AI/FactCheck-Exploration)**: Web-based platform enabling users to inspect every step involved in the RAG for the KG fact-checking.
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- **[MockAPI](https://github.com/FactCheck-AI/FactCheck-MockAPI)**: A REST API for the FactCheck benchmark, designed to evaluate LLMs' capabilities in KG fact verification. It provides all the data through the MockAPI.
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## π FactCheck-AI News
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- π£ NEW! **[MockAPI](https://factcheck-api.dei.unipd.it/)** is now available through unipd servers.
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## π What We Do
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We focus on creating systems that:
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- Verify factual claims by cross-referencing structured knowledge bases.
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- Utilize Retrieval-Augmented Generation to enhance the accuracy of fact-checking processes.
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- Employ multiple LLMs to assess and validate information effectively.
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## π Learn More
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- **Website**: [factcheck.dei.unipd.it](https://factcheck.dei.unipd.it/)
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- **API Access**: [factcheck-api.dei.unipd.it](https://factcheck-api.dei.unipd.it/)
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## π€ Contributing
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To get involved:
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1. Explore our repositories and familiarize yourself with our work.
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2. Check the issues section for tasks labeled "good first issue" or "help wanted."
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3. Fork the repository, make your changes, and submit a pull request.
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Please ensure you adhere to our [code of conduct](https://github.com/FactCheck-AI/.github/blob/main/CODE_OF_CONDUCT.md) and follow the [contribution guidelines](https://github.com/FactCheck-AI/.github/blob/main/CONTRIBUTING.md).
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## π« Contact Us
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We are part of the [Intelligent Information Integration and Analysis (IIIA)](https://iiia.dei.unipd.it/) research group at the [Department of Information Engineering (DEI)](https://www.dei.unipd.it/) of the [University of Padua](https://www.unipd.it/).
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For inquiries, collaborations, or more information, please reach out through our [contact page](https://factcheck.dei.unipd.it/credits) or open an issue in the relevant repository.
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Logo credit: ChatGpt.
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