Abstract
Grammatical error correction has been an active research area in the field of Natural Language Processing. In this paper, we integrated four distinct learning-based modules to correct determiner and preposition errors in leaners’ writing. Each module focuses on a particular type of error. Our modules were tested in well-formed data and learners’ writing. The results show that our system achieves high recall while preserves satisfactory precision.