I'm a PhD student in the Language Technology Group at the University of Oslo, as part of the dScience center. My main academic interest is language modeling, particularly how to make large pre-trained language models more efficient and effective. I also like to parse some semantic graphs from time to time.
Samuel, David & Straka, Milan (2021). ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics. ISSN 978-1-954085-90-9. p. 483–492.
Samuel, David & Straka, Milan (2020). ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN. In Oepen, Stephan; Abend, Omri; Abzianidze, Lasha; Bos, Johan; Hajic, Jan; Hershcovich, Daniel; Li, Bin; O'Gorman, Tim & Zeman, Daniel (Ed.), Proceedings of the CoNLL 2020 Shared Task:Cross-Framework Meaning Representation Parsing. Association for Computational Linguistics. ISSN 9781952148644. p. 53–64. doi: 10.18653/v1/2020.conll-shared.5.