jiangfeng1124/skip-thoughts
Public repository.
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
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Public repository.
SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word vectors. Applications including word similarity, sentence completion, etc. ACL-2015 long paper, Beijing, China
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
Public repository.