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cs.CL2019
Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation
Jetic Gū, Hassan S. Shavarani, Anoop Sarkar
Neural machine translation (NMT) systems require large amounts of high quality in-domain parallel corpora for training. State-of-the-art NMT systems still face challenges related t…
cs.CL2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing
Jetic Gū, Hassan S. Shavarani, Anoop Sarkar
The addition of syntax-aware decoding in Neural Machine Translation (NMT) systems requires an effective tree-structured neural network, a syntax-aware attention model and a languag…