SROIE
PulseAugur coverage of SROIE — every cluster mentioning SROIE across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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LLMs struggle with noisy documents, new benchmark reveals
A new research paper benchmarks several open-source large language models (LLMs) for key-value pair extraction from documents, specifically examining their performance under Optical Character Recognition (OCR) noise. Th…
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FRAGMENT framework uses factorized graphs for document generation and editing
Researchers have introduced FRAGMENT, a novel generative framework for document creation and editing that utilizes factorized graph representations. This approach separates the generation of document structure from its …
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DocAnnot framework accelerates KIE dataset creation using LVLM
A new framework called DocAnnot has been developed to accelerate the creation of datasets for Key Information Extraction (KIE). DocAnnot utilizes a Large Vision Language Model (LVLM) for extracting label values, combine…