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 Article
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
An Empirical Investigation of Word Representations for Parsing the Web
TL;DR: This work systematically examines two different kinds of word representations, namely Brown clustering and word embeddings induced from a neural language model on the task of dependency parsing on web text.
Posted Content
Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation
Mitchell A. Gordon,Kevin Duh +1 more
TL;DR: This work explores best practices for training small, memory efficient machine translation models with sequence-level knowledge distillation in the domain adaptation setting and suggests distilling twice for best performance.
Proceedings Article
Selective Decoding for Cross-lingual Open Information Extraction
TL;DR: A novel selective decoding mechanism is employed, which explicitly models the sequence labeling process as well as the sequence generation process on the decoder side, which significantly increases the performance on a Chinese-English cross-lingual open IE dataset.
Posted Content
Orthros: Non-autoregressive End-to-end Speech Translation with Dual-decoder
TL;DR: A novel NAR E2E-ST framework is proposed, Orthros, in which both NAR and autoregressive decoders are jointly trained on the shared speech encoder, which dramatically improves the effectiveness of a large length beam with negligible overhead.