Search Results for author: Iain Marshall

Found 5 papers, 1 papers with code

Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence

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.

Syntactic Patterns Improve Information Extraction for Medical 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.

Rationale-Augmented Convolutional Neural Networks for Text Classification

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.

General Classification Sentence +2

Cannot find the paper you are looking for? You can Submit a new open access paper.