2023
Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling
EMNLP 2023short findings
Unsupervised learning of word representations involves capturing the contextual information surrounding word occurrences, which can be grounded in the observation that word form is largely disconnected from word meaning. While there are fewer reasons to believe that the same holds for sentences, lea…