no code implementations • WS 2019 • Soham Parikh, Elizabeth Conrad, Oshin Agarwal, Iain Marshall, Byron Wallace, Ani Nenkova
Typical information needs, such as retrieving a full list of medical interventions for a given condition, or finding the reported efficacy of a particular treatment with respect to a specific outcome of interest cannot be straightforwardly posed in typical text-box search.
no code implementations • NAACL 2018 • Roma Patel, Yinfei Yang, Iain Marshall, Ani Nenkova, Byron Wallace
Medical professionals search the published literature by specifying the type of patients, the medical intervention(s) and the outcome measure(s) of interest.
2 code implementations • EMNLP 2016 • Ye Zhang, Iain Marshall, Byron C. Wallace
We present a new Convolutional Neural Network (CNN) model for text classification that jointly exploits labels on documents and their component sentences.