7 citations · 7 across the 1 of their papers we have counts for
Showing cs.CLShow all
2 papers · 1 filter
cs.CL2024
RealKIE: Five Novel Datasets for Enterprise Key Information Extraction
Benjamin Townsend, Madison May, Katherine Mackowiak +1
We introduce RealKIE, a benchmark of five challenging datasets aimed at advancing key information extraction methods, with an emphasis on enterprise applications. The datasets incl…
cs.CL2021
Doc2Dict: Information Extraction as Text Generation
Benjamin Townsend, Eamon Ito-Fisher, Lily Zhang +1
Typically, information extraction (IE) requires a pipeline approach: first, a sequence labeling model is trained on manually annotated documents to extract relevant spans; then, wh…