Measuring the Impact of Spelling Errors on the Quality of Machine Translation
Irina Galinskaya, Valentin Gusev, Elena Mescheryakova, Mariya Shmatova
Abstract
In this paper we show how different types of spelling errors influence the quality of machine translation. We also propose a method to evaluate the impact of spelling errors correction on translation quality without expensive manual work of providing reference translations.- Anthology ID:
- L14-1555
- Volume:
- Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Month:
- May
- Year:
- 2014
- Address:
- Reykjavik, Iceland
- Editors:
- Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis
- Venue:
- LREC
- SIG:
- Publisher:
- European Language Resources Association (ELRA)
- Note:
- Pages:
- 2683–2689
- Language:
- URL:
- http://www.lrec-conf.org/proceedings/lrec2014/pdf/708_Paper.pdf
- DOI:
- Cite (ACL):
- Irina Galinskaya, Valentin Gusev, Elena Mescheryakova, and Mariya Shmatova. 2014. Measuring the Impact of Spelling Errors on the Quality of Machine Translation. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), pages 2683–2689, Reykjavik, Iceland. European Language Resources Association (ELRA).
- Cite (Informal):
- Measuring the Impact of Spelling Errors on the Quality of Machine Translation (Galinskaya et al., LREC 2014)
- PDF:
- http://www.lrec-conf.org/proceedings/lrec2014/pdf/708_Paper.pdf