Papers by Enkhbold Bataa
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese (P19-1)
Copied to clipboard
| Challenge: | Text-based transfer learning techniques can be used to perform downstream tasks. |
| Approach: | They propose to use text-based transfer learning techniques to pre-train a language model in an unsupervised manner and leverage them to perform effective on downstream tasks. |
| Outcome: | The proposed model performs better than task-specific models trained on 3 times as much data and is as effective for language modeling pre-trained on 1/30 of the data. |