Atsushi FUJITA, Dr. Eng.

Senior Researcher @
Advanced Translation Technology Lab., ASTREC, NICT, Japan

Research Interests

Research Fields:
Computational Linguistics, Natural Language Processing
Research Topics:
Automatic Paraphrasing, Machine/Human Translation, Others
Machine Learning, Data Mining, Social Network Analysis, Text Annotation, Language Communication Support, etc.

Projects and Recent Refereed Publications

MIC-GCP: R&D of Multilingual Speech Translation Technology

  • [Dabre & Fujita, 2019] AAAI. Recurrent Stacking of Layers for Compact Neural Machine Translation Models
  • [Imamura+, 2018] WNMT. Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation
  • [Marie & Fujita, 2018b] AMTA. A Smorgasbord of Features to Combine Phrase-Based and Neural Machine Translation
  • Multilingual/Cross-lingual NLP (incl. Machine Translation)

    Translation Knowledge & Collaborative Translation Training Aid

    • [Onishi+, 2017] JAITS. Causes of Mistranslations Made by Student Translators: Investigation into X3 in the MNH-TT Revision Category through Retrospective Interviews (in Japanese)
    • [Miyata & Fujita, 2017b] JAITS. Investigating the Effectiveness of Pre-Editing Strategy and the Diversity of Pre-Edit Operations for Better Use of Machine Translation (in Japanese)
    • [Kageura+, 2017] CMT. The Role of Scaffolding and Visualisation in Supporting Collaborative Translator Training: The Case of Minna no Hon'yaku for Translator Training (MNH-TT)
    • [Fujita+, 2017] LAW. Consistent Classification of Translation Revisions: A Case Study of English-Japanese Student Translations