215 citations
- Eindhoven University of TechnologyNL12 papers
- Philips (Netherlands)NL9 papers
- NXP (Netherlands)NL8 papers
- Oregon State UniversityUS3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Chinese University of Hong KongHK2 papers
- Holst Centre (Netherlands)NL2 papers
- Iran University of Science and TechnologyIR2 papers
- Leiden University Medical CenterNL2 papers
- Universität GreifswaldDE2 papers
- Université Côte d'AzurFR2 papers
- University of Hong KongHK2 papers
Showing 2018 · cs.CLShow all
3 papers · 2 filters
cs.CL2018★ 41 cited
Clinical Concept Extraction with Contextual Word Embedding
Henghui Zhu, Ioannis Ch. Paschalidis, Amir Tahmasebi
Automatic extraction of clinical concepts is an essential step for turning the unstructured data within a clinical note into structured and actionable information. In this work, we…
cs.CL2018★ 10 cited
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference
Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli
Deep learning models have achieved remarkable success in natural language inference (NLI) tasks. While these models are widely explored, they are hard to interpret and it is often…
cs.CL2018★ 2 cited
Dependent Gated Reading for Cloze-Style Question Answering
Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi +1
We present a novel deep learning architecture to address the cloze-style question answering task. Existing approaches employ reading mechanisms that do not fully exploit the interd…