Další formáty:
BibTeX
LaTeX
RIS
@proceedings{2218759, author = {Machura, Jakub and Frémund, Adam and Švec, Jan}, booktitle = {25th International Conference on Text, Speech and Dialogue, Brno, 6.-7. 9. 2022}, keywords = {Grammatical error correction; Linguistic rules; Transfer learning}, language = {eng}, title = {Automatic Grammar Correction of Commas in Czech Written Texts : Comparative Study}, url = {https://www.tsdconference.org/tsd2022/tsd_prog.html}, year = {2022} }
TY - CONF ID - 2218759 AU - Machura, Jakub - Frémund, Adam - Švec, Jan PY - 2022 TI - Automatic Grammar Correction of Commas in Czech Written Texts : Comparative Study KW - Grammatical error correction KW - Linguistic rules KW - Transfer learning UR - https://www.tsdconference.org/tsd2022/tsd_prog.html N2 - The task of grammatical error correction is a widely studied field of natural language processing where the traditional rule-based approaches compete with the machine learning methods. The rule-based approach benefits mainly from a wide knowledge base available for a given language. On the contrary, the transfer learning methods and especially the use of pre-trained Transformers have the ability to be trained from a huge number of texts in a given language. In this paper, we focus on the task of automatic correction of missing commas in Czech written texts and we compare the rule-based approach with the Transformer-based model trained for this task. ER -
MACHURA, Jakub, Adam FRÉMUND a Jan ŠVEC. Automatic Grammar Correction of Commas in Czech Written Texts : Comparative Study. In \textit{25th International Conference on Text, Speech and Dialogue, Brno, 6.-7. 9. 2022}. 2022.
|