Publications

Black-box language model explanation by context length probing

O. Cífka, A. Liutkus

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023. [pdf] [website]

MoveFormer: a Transformer-based model for step-selection animal movement modelling

O. Cífka, S. Chamaillé-Jammes, A. Liutkus

bioRxiv 2023.03.05.531080, 2023. [pdf]

Relative positional encoding for Transformers with linear complexity

A. Liutkus, O. Cífka, S.-L. Wu, U. Şimşekli, Y.-H. Yang, G. Richard

In Proceedings of the 38th International Conference on Machine Learning (ICML), 2021. [pdf] [website]

Self-supervised VQ-VAE for one-shot music style transfer

O. Cífka, A. Ozerov, U. Şimşekli, G. Richard

In Proceedings of the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021. [pdf] [website]

Groove2Groove: One-shot music style transfer with supervision from synthetic data

O. Cífka, U. Şimşekli, G. Richard

IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020. [pdf] [website]

Supervised symbolic music style translation using synthetic data

O. Cífka, U. Şimşekli, G. Richard

In Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR), 2019. [pdf] [blog post]

Are BLEU and meaning representation in opposition?

O. Cífka, O. Bojar

In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018.

Eval all, trust a few, do wrong to none: Comparing sentence generation models

O. Cífka, A. Severyn, E. Alfonseca, K. Filippova

CoRR, arXiv:1804.07972, 2018.

Neural Monkey: The current state and beyond

J. Helcl, J. Libovický, T. Kocmi, T. Musil, O. Cífka, D. Variš, O. Bojar

In Proceedings of the 13th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Papers), 2018.

UFAL submissions to the IWSLT 2016 MT track

O. Bojar, R. Sudarikov, T. Kocmi, J. Helcl, O. Cífka

In Proceedings of the ninth International Workshop on Spoken Language Translation (IWSLT), 2016.

Deep learning methods for music style transfer

PhD Thesis, Institut Polytechnique de Paris, 2021. [pdf]

Continuous sentence representations in neural machine translation

Master’s Thesis, Faculty of Mathematics and Physics, Charles University, Prague, 2018. [pdf]

Machine translation of spoken English into Czech

Bachelor’s Thesis, Faculty of Mathematics and Physics, Charles University, Prague, 2016. [pdf]