Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task

no code implementations • ACL (WAT) 2021 • Adam Dobrowolski, Marcin Szymański, Marcin Chochowski, Paweł Przybysz

We researched and applied a novel approach for finding the best hyperparameters for ensembling a number of translation models.

Domain Adaptation Knowledge Distillation +3

Samsung R&D Institute Poland submission to WMT20 News Translation Task

no code implementations • WMT (EMNLP) 2020 • Mateusz Krubiński, Marcin Chochowski, Bartłomiej Boczek, Mikołaj Koszowski, Adam Dobrowolski, Marcin Szymański, Paweł Przybysz

We submitted systems for six language directions: English to Czech, Czech to English, English to Polish, Polish to English, English to Inuktitut and Inuktitut to English.

Re-Ranking Translation

Spatial Data Mining of Public Transport Incidents reported in Social Media

1 code implementation • 11 Oct 2021 • Kamil Raczycki, Marcin Szymański, Yahor Yeliseyenka, Piotr Szymański, Tomasz Kajdanowicz

We successfully build an information type classifier for social media posts, detect stop names in posts, and relate them to GPS coordinates, obtaining a spatial understanding of long-term aggregated phenomena.