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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Proceedings ArticleDOI
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
Shuo Sun,Suzanna Sia,Kevin Duh +2 more
TL;DR: Results suggest CLIReval is competitive in many language pairs in terms of correlation to human judgments of quality, and is not intended to replace popular intrinsic metrics such as BLEU.
Journal ArticleDOI
Evolutionary optimization of long short-term memory neural network language model
TL;DR: CMA-ES is one of the most efficient global optimization techniques that has demonstrated superior performance in various benchmark tasks and is applied to recurrent neural network language models to automate the tuning process.
Book ChapterDOI
Bidirectional semi-supervised learning with graphs
Tomoharu Iwata,Kevin Duh +1 more
TL;DR: A simple and effective graph-based method for bidirectional semi-supervised learning in multi-label classification that assumes that correlated classes are likely to have the same labels among the similar samples.
Proceedings ArticleDOI
JHU 2019 Robustness Task System Description
Matt Post,Kevin Duh +1 more
TL;DR: The goal was to evaluate the performance of baseline systems on both the official noisy test set as well as news data, in order to ensure that performance gains in the latter did not come at the expense of general-domain performance.
Proceedings ArticleDOI
Self-Guided Curriculum Learning for Neural Machine Translation
TL;DR: The authors proposed a self-guided curriculum learning strategy that encourages the NMT model to learn from easy to hard on the basis of recovery degrees, and adopted sentence-level BLEU score as the proxy of recovery degree.