775 citations
- Eindhoven University of TechnologyNL24 papers
- Centrum Wiskunde & InformaticaNL23 papers
- University of AmsterdamNL14 papers
- Centre National de la Recherche ScientifiqueFR9 papers
- University College LondonGB9 papers
- Maastricht UniversityNL8 papers
- Delft University of TechnologyNL7 papers
- UCLouvainBE7 papers
- Universitat Politècnica de CatalunyaES7 papers
- University of AntwerpBE7 papers
- University of GroningenNL7 papers
- Georgia Institute of TechnologyUS6 papers
Showing 2016 · cs.CLShow all
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cs.CL2016★ 23 cited
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning
Lieke Gelderloos, Grzegorz Chrupała
We present a model of visually-grounded language learning based on stacked gated recurrent neural networks which learns to predict visual features given an image description in the…
cs.CL2016★ 16 cited
Representation of linguistic form and function in recurrent neural networks
Ákos Kádár, Grzegorz Chrupała, Afra Alishahi
We present novel methods for analyzing the activation patterns of RNNs from a linguistic point of view and explore the types of linguistic structure they learn. As a case study, we…