Post-OCR parsing: building simple and robust parser via BIO taggingDownload PDF

Sep 14, 2019 (edited Nov 02, 2019)NeurIPS 2019 Workshop Document Intelligence Blind SubmissionReaders: Everyone
  • Keywords: Post-OCR, parsing, OCR, tagging, BIO
  • Abstract: Parsing textual information embedded in images is important for various down- stream tasks. However, many previously developed parsers are limited to handling the information presented in one dimensional sequence format. Here, we present Post Ocr Tagging based parser (POT), a simple and robust parser that can parse visually embedded texts by BIO-tagging the output of optical character recognition (OCR) task. Our shallow parsing approach enables building robust neural parser with less than a thousand labeled data. POT is validated on receipt and namecard parsing tasks.
  • TL;DR: POST-OCR parsing
1 Reply

Loading