Sciweavers

ALT
2011
Springer
13 years 8 months ago
On the Expressive Power of Deep Architectures
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
Yoshua Bengio, Olivier Delalleau
85
Voted
ACL
2011
14 years 13 days ago
Types of Common-Sense Knowledge Needed for Recognizing Textual Entailment
Understanding language requires both linguistic knowledge and knowledge about how the world works, also known as common-sense knowledge. We attempt to characterize the kinds of co...
Peter LoBue, Alexander Yates