no code implementations • 22 Oct 2021 • Brian Murphy, Mustafa Nasir-Moin, Grace von Oiste, Viola Chen, Howard A Riina, Douglas Kondziolka, Eric K Oermann
The prognosis for patients with epithelial ovarian cancer remains dismal despite improvements in survival for other cancers.
no code implementations • LREC 2020 • Liam Watson, Anna Jurek-Loughrey, Barry Devereux, Brian Murphy
Previous work in the area of sentiment analysis has focused on using information from within a sentence to predict a valence value for that sentence.
no code implementations • WS 2018 • Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
Performance in language modelling has been significantly improved by training recurrent neural networks on large corpora.
no code implementations • CONLL 2018 • Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
In this paper, we combine multimodal information from both text and image-based representations derived from state-of-the-art distributional models to produce sparse, interpretable vectors using Joint Non-Negative Sparse Embedding.
no code implementations • 6 Jan 2017 • Leila Wehbe, Anwar Nunez-Elizalde, Marcel van Gerven, Irina Rish, Brian Murphy, Moritz Grosse-Wentrup, Georg Langs, Guillermo Cecchi
The goal is to understand the brain by trying to find the function that expresses the activity of brain areas in terms of different properties of the stimulus.
no code implementations • WS 2015 • Marten van Schijndel, Brian Murphy, William Schuler