1 code implementation • EMNLP 2020 • Marcin Kardas, Piotr Czapla, Pontus Stenetorp, Sebastian Ruder, Sebastian Riedel, Ross Taylor, Robert Stojnic
Tracking progress in machine learning has become increasingly difficult with the recent explosion in the number of papers.
4 code implementations • IJCNLP 2019 • Julian Martin Eisenschlos, Sebastian Ruder, Piotr Czapla, Marcin Kardas, Sylvain Gugger, Jeremy Howard
Pretrained language models are promising particularly for low-resource languages as they only require unlabelled data.
Ranked #1 on Zero-shot Cross-Lingual Document Classification on Cross-Lingual Sentiment (CLS)- English to German - DVD
Cross-Lingual Document Classification Document Classification +3
1 code implementation • 6 Jul 2019 • Bobak Farzin, Piotr Czapla, Jeremy Howard
Our entry into the HAHA 2019 Challenge placed $3^{rd}$ in the classification task and $2^{nd}$ in the regression task.
2 code implementations • 24 Oct 2018 • Piotr Czapla, Jeremy Howard, Marcin Kardas
Universal Language Model for Fine-tuning [arXiv:1801. 06146] (ULMFiT) is one of the first NLP methods for efficient inductive transfer learning.