Alexander Molchanov


2019

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PROMT Systems for WMT 2019 Shared Translation Task
Alexander Molchanov
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)

This paper describes the PROMT submissions for the WMT 2019 Shared News Translation Task. This year we participated in two language pairs and in three directions: English-Russian, English-German and German-English. All our submissions are Marian-based neural systems. We use significantly more data compared to the last year. We also present our improved data filtering pipeline.

2018

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PROMT Systems for WMT 2018 Shared Translation Task
Alexander Molchanov
Proceedings of the Third Conference on Machine Translation: Shared Task Papers

This paper describes the PROMT submissions for the WMT 2018 Shared News Translation Task. This year we participated only in the English-Russian language pair. We built two primary neural networks-based systems: 1) a pure Marian-based neural system and 2) a hybrid system which incorporates OpenNMT-based neural post-editing component into our RBMT engine. We also submitted pure rule-based translation (RBMT) for contrast. We show competitive results with both primary submissions which significantly outperform the RBMT baseline.

2016

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PROMT Translation Systems for WMT 2016 Translation Tasks
Alexander Molchanov | Fedor Bykov
Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers

2012

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PROMT DeepHybrid system for WMT12 shared translation task
Alexander Molchanov
Proceedings of the Seventh Workshop on Statistical Machine Translation

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