Papers by Josip Krapac
Task-Aware Representation of Sentences for Generic Text Classification (2020.coling-main)
Copied to clipboard
| Challenge: | Existing approaches to text classification use a transformer architecture with a linear layer on top. |
| Approach: | They propose a transformer-based approach that outputs a class distribution for a given prediction problem. |
| Outcome: | The proposed model outperforms existing approaches on small training data and can learn to predict new classes even with no training examples. |