Measuring English Readability for Vietnamese Speakers
Phuoc Nguyen, Alexandra Uitdenbogerd
Abstract
Reading is important for any language learner, but the difficulty level of the text needs to match a reader’s level to enable efficient learning of new vocabulary. Many widely used traditional readability measures are not effective for those who speak English as a second or additional language. This study examines English readability for Vietnamese native speakers (VL1). A collection of text difficulty judgements of nearly 100 English text passages was obtained from 12 VL1 participants, using a 5-point Likert scale. Using the same basic features found in traditional English readability measures we found that SVMs and Dale-Chall features were slightly better than linear models using either Flesch or Dale-Chall. VL1 participants’ text judgements were strongly correlated with their past IELTS test scores. This study introduces a first approximation to readability of English text for VL1, with suggestions for further improvements.- Anthology ID:
- U19-1018
- Volume:
- Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association
- Month:
- 4--6 December
- Year:
- 2019
- Address:
- Sydney, Australia
- Venue:
- ALTA
- SIG:
- Publisher:
- Australasian Language Technology Association
- Note:
- Pages:
- 136–145
- Language:
- URL:
- https://www.aclweb.org/anthology/U19-1018
- DOI:
- PDF:
- http://aclanthology.lst.uni-saarland.de/U19-1018.pdf