Papers by Saifei Liao
ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction (2024.findings-acl)
Copied to clipboard
| Challenge: | Temporal relation extraction (TRE) is a task of classifying temporal relations between events conveyed in narratives. |
| Approach: | They propose a Temporally Contrastive learning model that increases the model’s awareness of the meaning of temporal relations by leveraging their symmetric or antisymmetric properties. |
| Outcome: | The proposed model improves the model's representation of meaning of temporal relations and its ability to integrate with the underlying temporal calculus. |