SETONDJI SID DEGUENON

A Golden-Set Evaluation Harness for Multimodal LLM Document Extraction Pipelines: Design and Failure Analysis in a Public Procurement System

Multimodal large language model (LLM) pipelines are increasingly used to extract structured information from unstructured regulatory documents, such as public tender files (dossiers d'appel d'offres, DAO). In production, engineering teams need a repeatable way to judge whether a...

A Golden-Set Evaluation Harness for Multimodal LLM Document Extraction Pipelines: Design and Failure Analysis in a Public Procurement System

Multimodal large language model (LLM) pipelines are increasingly used to extract structured information from unstructured regulatory documents, such as public tender files (dossiers d'appel d'offres, DAO). In production, engineering teams need a repeatable way to judge whether a...