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Personal profile

Career

I am currently a first-year PhD candidate at the Department of Cognitive Science and Artificial Intelligence of Tilburg University. My PhD thesis, entitled “An NMT Framework based on Language Understanding”. It is divided into two main parts: i) will investigate neural machine translation for low-resource language, e.g. Persian, through cross-lingual knowledge transfer, and (ii) aims to delve into multilingual and multi-domain adaptation.

Before joining Tilburg University, I was a postgraduate member at Guilan NLP Group and a part-time lecturer at the Computer Engineering Department of the University of Guilan. I graduated with an MS degree in Software Engineering from the same university in 2019. During the master thesis, I worked on designing sentiment analysis models using deep learning architectures for low-resources corpora (case-study: Persian). 

Research interests

Some topics of interest to me are:

  • Machine translation
  • Multilingual and multi-domain domain adaptation for NMT
  • Sentiment analysis
  • Unsupervised language acquisition
  • Efficient algorithms for NLP

Keywords

  • Machine Translation
  • Domain Adaptation
  • Sentiment Analysis
  • NLP
  • Deep learning
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