Papers by Agustín Delgado
Evaluating Extreme Hierarchical Multi-label Classification (2022.acl-long)
Copied to clipboard
| Challenge: | Several natural language processing tasks are defined as a classification problem in its most complex form: Multi-label Hierarchical Extreme classification. |
| Approach: | They propose a classification metric inspired by the Information Contrast Model (ICM) they use a set of formal properties to analyze the evaluation metrics. |
| Outcome: | The proposed evaluation metrics are suitable for multi-label hierarchical extreme classification scenarios. |