Mateusz Lango


A Closer Look on Unsupervised Cross-lingual Word Embeddings Mapping
Kamil Pluciński | Mateusz Lango | Michał Zimniewicz
Proceedings of the Twelfth Language Resources and Evaluation Conference

In this work, we study the unsupervised cross-lingual word embeddings mapping method presented by Artetxe et al. (2018). First, wesuccessfully reproduced the experiments performed in the original work, finding only minor differences. Furthermore, we verified themethod’s robustness on different embedding representations and new language pairs, particularly these involving Slavic languages likePolish or Czech. We also performed an experimental analysis of the impact of the method’s parameters on the final result. Finally, welooked for an alternative way of initialization, which directly relies on the isometric assumption. Our work confirms the results presentedearlier, at the same time pointing at interesting problems occurring while using the method with different types of embeddings or onless-common language pairs.


Semi-Automatic Construction of Word-Formation Networks (for Polish and Spanish)
Mateusz Lango | Magda Ševčíková | Zdeněk Žabokrtský
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)


PUT at SemEval-2016 Task 4: The ABC of Twitter Sentiment Analysis
Mateusz Lango | Dariusz Brzezinski | Jerzy Stefanowski
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)