The Golden Prize of 2023 ‘Shanghai Lingang Cup’ Artificial Intelligence Global Innovation Competition Final ‘YANGJIAN: An hallucination detection system based on retrieval and analytical learning’
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We won 2023 “Shanghai Lingang Cup” Artificial Intelligence Global Innovation Competition and Hong Kong and Macau Student Maker Marathon Grand Final Gold Award! 🎉
The project designs the “Yang Jian” system based on the competition theme. Based on the traditional knowledge retrieval enhancement of open-source models, it innovatively utilizes web-based retrieval and analysis learning tools (search term rewriting, RAG, CoT as instruction fine-tuning enhancement, etc.), and achieves a better result of the hallucination detection task at a low cost.