Search Results - "Salton, Giancarlo D"

Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists by Salton, Giancarlo D, Kelleher, John D

“…Language Models (LMs) are important components in several Natural Language Processing systems. Recurrent Neural Network LMs composed of LSTM units, especially…”
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Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms by Salton, Giancarlo D, Ross, Robert J, Kelleher, John D

“…Idioms pose problems to almost all Machine Translation systems. This type of language is very frequent in day-to-day language use and cannot be simply ignored…”
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Is it worth it? Budget-related evaluation metrics for model selection by Klubička, Filip, Salton, Giancarlo D, Kelleher, John D

“…Creating a linguistic resource is often done by using a machine learning model that filters the content that goes through to a human annotator, before going…”
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