Papers by Aldrian Obaja Muis
Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort (C18-1)
Copied to clipboard
| Challenge: | Currently, few or no language processing tools or resources exist for most languages . a problem is that there is not enough available training data even in resource-rich languages if the task is complex. |
| Approach: | They propose to use a bilingual dictionary to train machine learning in a resource-poor language . they also explore adversarial training of bilingual word representations . |
| Outcome: | The proposed approach gives similar performance in event-type detection tasks. |