Tilde's Machine Translation Systems for WMT 2019

2019-08-01 · WS 2019 8 · Marcis Pinnis, Rihards Kri{\v{s}}lauks, Mat{\=\i}ss Rikters

The paper describes the development process of Tilde{'}s NMT systems for the WMT 2019 shared task on news translation. We trained systems for the English-Lithuanian and Lithuanian-English translation directions in constrained and unconstrained tracks. We build upon the best methods of the previous year{'}s competition and combine them with recent advancements in the field. We also present a new method to ensure source domain adherence in back-translated data. Our systems achieved a shared first place in human evaluation.

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Machine TranslationNMTTranslation

Tilde's Machine Translation Systems for WMT 2018

2018-10-01 · WS 2018 10 · M{\=a}rcis Pinnis, Mat{\=\i}ss Rikters, Rihards Kri{\v{s}}lauks

The paper describes the development process of the Tilde{'}s NMT systems that were submitted for the WMT 2018 shared task on news translation. We describe the data filtering and pre-processing workflows, the NMT system t…

Machine Translation NMT Translation

Tilde's Machine Translation Systems for WMT 2017

2017-09-01 · WS 2017 9 · M{\=a}rcis Pinnis, Rihards Kri{\v{s}}lauks, Toms Miks, Daiga Deksne 외

Domain Adaptation Machine Translation Translation

Tilde at WMT 2020: News Task Systems

2020-10-29 · WMT (EMNLP) 2020 11 · Rihards Krišlauks, Mārcis Pinnis

This paper describes Tilde's submission to the WMT2020 shared task on news translation for both directions of the English-Polish language pair in both the constrained and the unconstrained tracks. We follow our submissio…

Machine Translation Re-Ranking Translation

Tilde's Parallel Corpus Filtering Methods for WMT 2018

2018-10-01 · WS 2018 10 · M{\=a}rcis Pinnis

The paper describes parallel corpus filtering methods that allow reducing noise of noisy {``}parallel{''} corpora from a level where the corpora are not usable for neural machine translation training (i.e., the resulting…

Machine Translation Translation Transliteration Word Alignment

CUNI Neural ASR with Phoneme-Level Intermediate Step for\textasciitildeNon-Native\textasciitildeSLT at IWSLT 2020

2020-07-01 · WS 2020 7 · Peter Pol{\'a}k, Sangeet Sagar, Dominik Mach{\'a}{\v{c}}ek, Ond{\v{r}}ej Bojar

In this paper, we present our submission to the Non-Native Speech Translation Task for IWSLT 2020. Our main contribution is a proposed speech recognition pipeline that consists of an acoustic model and a phoneme-to-graph…

Automatic Speech Recognition Automatic Speech Recognition (ASR)speech-recognition Speech Recognition+1