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Linguistic resources for handwriting recognition and translation evaluation

  • Zhiyi Song
  • , Safa Ismael
  • , Steven Grimes
  • , David Doermann
  • , Stephanie Strassel
  • University of Pennsylvania

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

We describe efforts to create corpora to support development and evaluation of handwriting recognition and translation technology. LDC has developed a stable pipeline and infrastructures for collecting and annotating handwriting linguistic resources to support the evaluation of MADCAT and OpenHaRT. We collect handwritten samples of pre-processed Arabic and Chinese data that has been already translated in English that is used in the GALE program. To date, LDC has recruited more than 600 scribes and collected, annotated and released more than 225,000 handwriting images. Most linguistic resources created for these programs will be made available to the larger research community by publishing in LDC's catalog. The phase 1 MADCAT corpus is now available.

Original languageEnglish
Title of host publicationProceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012
EditorsMehmet Ugur Dogan, Joseph Mariani, Asuncion Moreno, Sara Goggi, Khalid Choukri, Nicoletta Calzolari, Jan Odijk, Thierry Declerck, Bente Maegaard, Stelios Piperidis, Helene Mazo, Olivier Hamon
PublisherEuropean Language Resources Association (ELRA)
Pages3951-3955
Number of pages5
ISBN (Electronic)9782951740877
StatePublished - 2012
Event8th International Conference on Language Resources and Evaluation, LREC 2012 - Istanbul, Turkey
Duration: May 21 2012 → May 27 2012

Publication series

NameProceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012

Conference

Conference8th International Conference on Language Resources and Evaluation, LREC 2012
Country/TerritoryTurkey
CityIstanbul
Period05/21/12 → 05/27/12

Keywords

  • Handwriting image
  • Recognition
  • Translation

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