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But the Amazon flow was developed to eg analyze invoices, receitps etc. In other words, PDFs or scans where data fields will be in pre-determined spots (like eg the total cost at the end of the receipt).
Patent Application
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document
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If I read correctly, our patent is built upon the premise that we beat the F1 scores of the (then) leading LLM models. The patent mentions a 74,38% F1 score. We would urgently need to validate this premise that our approach is significantly superior. The advances in LLMs have been fast, and this benchmark may no longer be valid. Attached are some instances for MWE matching with F1 scores of 80% and higher. With general available tools. |
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