K
Kevin Duh
Researcher at Johns Hopkins University
Publications - 205
Citations - 6391
Kevin Duh is an academic researcher from Johns Hopkins University. The author has contributed to research in topics: Machine translation & Parsing. The author has an hindex of 38, co-authored 205 publications receiving 5369 citations. Previous affiliations of Kevin Duh include University of Washington & Nara Institute of Science and Technology.
Papers
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Cross-lingual Decompositional Semantic Parsing.
TL;DR: A form of decompositional semantic analysis designed to allow systems to target varying levels of structural complexity (shallow to deep analysis), an evaluation metric to measure the similarity between system output and reference semantic analysis, and an end-to-end model with a novel annotating mechanism that supports intra-sentential coreference are presented.
Posted Content
Stochastic Answer Networks for SQuAD 2.0
TL;DR: An extension of the Stochastic Answer Network (SAN), one of the state-of-the-art machine reading comprehension models, to be able to judge whether a question is unanswerable or not, is presented.
Proceedings Article
How Much Is Said in a Tweet? A Multilingual, Information-theoretic Perspective
Graham Neubig,Kevin Duh +1 more
TL;DR: This paper describes a multilingual study on how much information is contained in a single post of microblog text from Twitter in 26 different languages, using entropy as the criterion for quantifying “how much is said” in a tweet.
Proceedings Article
Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks
TL;DR: A compositional model where both predicate and argument are allowed to modify each others’ meaning representations while generating the overall semantics, which readily addresses some major challenges with current vector space models.