47 citations · 87 across the 5 of their papers we have counts for
4 papers · 1 filter
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank
Ethan C. Chau, Lucy H. Lin, Noah A. Smith
Pretrained multilingual contextual representations have shown great success, but due to the limits of their pretraining data, their benefits do not apply equally to all language va…
Situating Sentence Embedders with Nearest Neighbor Overlap
Lucy H. Lin, Noah A. Smith
As distributed approaches to natural language semantics have developed and diversified, embedders for linguistic units larger than words have come to play an increasingly important…
Improving Natural Language Inference with a Pretrained Parser
Deric Pang, Lucy H. Lin, Noah A. Smith
We introduce a novel approach to incorporate syntax into natural language inference (NLI) models. Our method uses contextual token-level vector representations from a pretrained de…
Semantic Matching Against a Corpus: New Applications and Methods
Lucy H. Lin, Scott Miles, Noah A. Smith
We consider the case of a domain expert who wishes to explore the extent to which a particular idea is expressed in a text collection. We propose the task of semantically matching…