16 citations · 16 across the 1 of their papers we have counts for
4 papers
Generating Diverse and Meaningful Captions
Annika Lindh, Robert J. Ross, Abhijit Mahalunkar +2
Image Captioning is a task that requires models to acquire a multi-modal understanding of the world and to express this understanding in natural language text. While the state-of-t…
Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms
Giancarlo D. Salton, Robert J. Ross, John D. Kelleher
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. The recent interest…
Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists
Giancarlo D. Salton, John D. Kelleher
Language Models (LMs) are important components in several Natural Language Processing systems. Recurrent Neural Network LMs composed of LSTM units, especially those augmented with…
Is it worth it? Budget-related evaluation metrics for model selection
Filip Klubička, Giancarlo D. Salton, John D. Kelleher
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 into the final resource…