no code implementations • 15 Jun 2017 • Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
The state-of-the-art solutions to the vocabulary mismatch in information retrieval (IR) mainly aim at leveraging either the relational semantics provided by external resources or the distributional semantics, recently investigated by deep neural approaches.
no code implementations • 23 Jun 2016 • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
With this in mind, we argue that embedding KBs within deep neural architectures supporting documentquery matching would give rise to fine-grained latent representations of both words and their semantic relations.