Academic

Research Areas

My research is mainly focused on

  • Natural Language Processing
    • Computational Morphological Analysis, Machine Translation, Turkic Languages, Lexical Ambiguity Resolution
  • Machine Learning / Deep Learning
    • RNN, CNN, NLM, Self-Attention Models
  • Software Engineering

Also, I am member of Natural Language Processing Group in İTÜ Computer Engineering.

Recent Publications

  • Tantuğ A.C., Adalı E., Machine Translation Between Turkic Languages. Chapter in Turkish Natural Language Processing (Kemal Oflazer, Murat Saraçlarpages eds.), pp 237–254, Springer, 2018
  • Güneş A., Tantuğ A.C., Turkish named entity recognition with deep learning. In 2018 26th Signal Processing and Communications Applications Conference (SIU),  2018
  • İlgen B., Adalı E., Tantuğ A.C., Exploring feature sets for Turkish word sense disambiguation, Turkish Journal Of Electrical Engineering & Computer Sciences, 2015.
  • Ülgen A., Velioğlu H., Tantuğ A.C., Digital Signage – İTÜ/Bilgi Ekranı, Akademik Bilişim Konferansı, Eskisehir, Turkey,  2015.
  • Yıldız E., Tantuğ A.C.,  Diri B., The Effect Of Parallel Corpus Quality vs Size In English-To-Turkish SMT, International Conference on Computer Science, Engineering and Applications (ICCSEA-2014), Chennai, India, 2014.
  • Yıldırım E., Tantuğ A.C.,  Evaluation of Domain Adaptation Approaches to Improve The Translation Quality, 6th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2014), Seoul, Korea, 2014.