A hybrid pipeline that layers fuzzy regex, NER, and an LLM lets RPA tools extract fields from unstructured invoices and resumes, but the evaluation is too small and in-sample to fully support the effectiveness claim.
Engineering Management in Production and Services 14, 1 – 12 (2022)
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From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation
A hybrid pipeline that layers fuzzy regex, NER, and an LLM lets RPA tools extract fields from unstructured invoices and resumes, but the evaluation is too small and in-sample to fully support the effectiveness claim.