Label Aware Contrastive Loss

method ID: labelawarecontrastiveloss

Related Papers

Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractFine-grained classification involves dealing with datasets with larger number of classes with subtle differences between them. Guiding the model to focus on differentiating dimensions between these commonly confusable classes is …...

31746

mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper presents the winning system for the zero-shot Spanish framing detection task, which also achieves competitive places in eight additional languages. The challenge of the framing detection task lies …...

24838