KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business Documents

arXiv:2405.00505v1 Announce Type: cross
Abstract: In recent years, the challenge of extracting information from business documents has emerged as a critical task, finding applications across numerous domains. This effort has attracted substantial interest from both industry and academy, highlighting its significance in the current technological landscape. Most datasets in this area are primarily focused on Key Information Extraction (KIE), where the extraction process revolves around extracting information using a specific, predefined set of keys. Unlike most existing datasets and benchmarks, …

abstract applications arxiv business challenge cs.ir cs.lg current dataset datasets documents domains extraction highlighting industry information key landscape significance type value