244 citations · 646 across the 15 of their papers we have counts for
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cs.CL2021
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing
Haoyue Shi, Kevin Gimpel, Karen Livescu
We present substructure distribution projection (SubDP), a technique that projects a distribution over structures in one domain to another, by projecting substructure distributions…
cs.CL2021★ 3 cited
Substructure Substitution: Structured Data Augmentation for NLP
Haoyue Shi, Karen Livescu, Kevin Gimpel
We study a family of data augmentation methods, substructure substitution (SUB2), for natural language processing (NLP) tasks. SUB2 generates new examples by substituting substruct…
cs.CL2021★ 1 cited
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment
Haoyue Shi, Luke Zettlemoyer, Sida I. Wang
Bilingual lexicons map words in one language to their translations in another, and are typically induced by learning linear projections to align monolingual word embedding spaces.…