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M. Amin Farajian

Senior Research Engineer

M. Amin Farajian is a senior research engineer in the field of artificial intelligence at Unbabel. He obtained his PhD in Information and Communication Technology in the Department of Information Engineering and Computer Science at University of Trento, Italy. During his PhD he was a research assistant in the Human Language Technology group at Fondazione Bruno Kesseler working under the supervision of Marcello Federico.
His research interests include context-aware machine translation, domain adaptation and automatic post-editing.

Papers published

2019

Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing

Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) 2019

Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task

Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) 2019

2017

Multi-source Neural Automatic Post-Editing: FBK's participation in the WMT 2017 APE shared task

  • Rajen Chatterjee
  • M. Amin Farajian
  • Matteo Negri
  • Marco Turchi
  • Ankit Srivastava
  • Santanu Pal

Proceedings of the Second Conference on Machine Translation 2017

Multi-Domain Neural Machine Translation through Unsupervised Adaptation

Proceedings of the Second Conference on Machine Translation 2017

Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers 2017

2016

WAGS: A Beautiful English-Italian Benchmark Supporting Word Alignment Evaluation on Rare Words

Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) 2016