209 citations
- École Polytechnique Fédérale de LausanneCH16 papers
- CSCS - Swiss National Supercomputing Centre9 papers
- ETH ZurichCH5 papers
- University of BaselCH4 papers
- Istituto di Radioastronomia di BolognaIT3 papers
- Max Planck Institute for AstrophysicsDE3 papers
- University of ZurichCH3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- HES-SO University of Applied Sciences and Arts Western SwitzerlandCH2 papers
- Korea Astronomy and Space Science InstituteKR2 papers
- Lucerne University of Applied Sciences and ArtsCH2 papers
- State Key Laboratory of Hydrology-Water Resources and Hydraulic EngineeringCN2 papers
Showing 2019 · cs.CLShow all
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cs.CL2019★ 2 cited
Multi-Dimensional Explanation of Target Variables from Documents
Diego Antognini, Claudiu Musat, Boi Faltings
Automated predictions require explanations to be interpretable by humans. Past work used attention and rationale mechanisms to find words that predict the target variable of a docu…
cs.CL2019
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
Athanasios Giannakopoulos, Maxime Coriou, Andreea Hossmann +2
State-of-the-art methods for text classification include several distinct steps of pre-processing, feature extraction and post-processing. In this work, we focus on end-to-end neur…