Semantically-augmented context representation generation

A method comprising:

• providing, at a device, context and one or more items of interest corresponding to the context to a dependency network encoder to generate a semantic-based representation of the context;
• providing, at the device, the context to a data dependent encoder to generate a context-based representation;
• and
• combining, at the device, the semantic-based representation and the context-based representation to generate a semantically-augmented representation of the context.

A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to:

• provide context and one or more items of interest corresponding to the context to a dependency network encoder to generate a semantic-based representation of the context;
• provide the context to a data dependent encoder to generate a context-based representation;
• and
• combine the semantic-based representation and the context-based representation to generate a semantically-augmented representation of the context.

An apparatus comprising:

• means for providing context and one or more items of interest corresponding to the context to a dependency network encoder to generate a semantic-based representation of the context;
• means for providing the context to a data dependent encoder to generate a context-based representation;
• and
• means for combining the semantic-based representation and the context-based representation to generate a semantically-augmented representation of the context.