From Pixels to Pairs: benchmark of LLM-based key-value extraction under noisy OCR conditions in document datasets like FUNSD and CORD
Read the original at arxiv.org→arXiv:2609.17538v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for structured information extraction from documents, yet their behavior under realistic OCR noise remains poorly...
Original headline: "From Pixels to Pairs: A Comprehensive Benchmark of LLM-Based Key-Value Extraction in Noisy Document Settings"
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- Sep 17, 04:00 UTC arXiv cs.CL lead source From Pixels to Pairs: A Comprehensive Benchmark of LLM-Based Key-Value Extraction in Noisy Document Settings