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KOMIYA Kanako
Institute of Engineering Division of Advanced Information Technology & Computer Science, Associate Professor
Research keywords
Educational and research activity status
- Natural language processing is processing of languages such as English and Japanese using computers. This research area is included in research on artificial intelligence. We use machine learning, a technique where computers automatically find some rules from many examples. Our main tasks are word sense disambiguation and information extraction. In addition, we focus on research on domain adaptation and transfer learning, which are the techniques to improve system performance when there are few data on a certain domain but there are many data on domains close to the domain. For example, we develop systems for blogs using newspapers and systems for old documents using contemporary documents.