NLP Research Group at TMU tackles these problems.
We apply NLP techniques to help Japanese/English/Chinese as a second language learners. Research topics includes grammatical error detection/correction, text simplification and automatic essay scoring.
We focus (neural) machine translation considering deep linguistic knowledge such as semantic and discourse. We also apply sequence to sequence translation to various kinds of tasks such as grammatical error correction.
We conduct research on machine learning based web mining. We target several NLP application tasks such as information extraction, sentiment analysis and text summarization.