Nicholas Dingwall

Learning Dialogue Representations from Consecutive Utterances

2022 · arXiv (Cornell University)

Learning high-quality dialogue representations is essential for solving a variety of dialogue-oriented tasks, especially considering that dialogue systems often suffer from data scarcity. In this paper, we introduce Dialogue Sentence Embedding (DSE), a self-supervised contrastive …