Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning

1 code implementation • 14 Nov 2022 • Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis

Inspired by the curvature of space-time (Einstein, 1921), we introduce Curved Contrastive Learning (CCL), a novel representation learning technique for learning the relative turn distance between utterance pairs in multi-turn dialogues.

Contrastive Learning Sentence Embeddings