Papers by Claudiu Cristian Musat
Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German (2020.lrec-1)
Copied to clipboard
| Challenge: | Despite the small pool of speakers, there are still few natural language processing corpora, studies or tools for Swiss German. |
| Approach: | They propose to use a web scraper to generate the largest Swiss German text corpus . they show that the tool can be applied to other low-resource languages as well . |
| Outcome: | The proposed tool significantly improves language modeling in Swiss German, the authors show . |
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation (2020.findings-emnlp)
Copied to clipboard
| Challenge: | a new architecture for controlling, generating and augmenting text is being developed for supervised NLP tasks. |
| Approach: | They propose a conditional VAE architecture to control, generate, and augment text. |
| Outcome: | The proposed model shows high quality, diversity and attribute control in an ablation task. |