Papers by Lukáš Svoboda
Towards Universal Segmentations: UniSegments 1.0 (2022.lrec-1)
Copied to clipboard
Zdeněk Žabokrtský, Niyati Bafna, Jan Bodnár, Lukáš Kyjánek, Emil Svoboda, Magda Ševčíková, Jonáš Vidra
| Challenge: | Existing data resources for morphological segmentation are limited to 32 languages . a large number of word forms exist, with some sub-parts being "recycled" many times . |
| Approach: | They propose a multilingual data resource for morphological segmentation in 32 languages . they analyze diversity of how individual linguistic phenomena are captured across them . |
| Outcome: | The proposed scheme is based on 17 existing data resources relevant for segmentation in 32 languages. |
Evaluation of Croatian Word Embeddings (L18-1)
Copied to clipboard
| Challenge: | Currently, research is focusing mostly on English. |
| Approach: | They propose to use word analogy datasets to evaluate word similarities in Croatian . they use Word2Vec and FastText to create word analogies from highdimensional space . |
| Outcome: | The proposed datasets show that word embeddings are able to capture the syntactic and semantic relationship between words. |