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Recurrent Neural Network For Text
Found 2 free book(s)Recursive Deep Models for Semantic Compositionality Over a ...
nlp.stanford.eduRecursive Neural Tensor Network (RNTN). Recur-sive Neural Tensor Networks take as input phrases of any length. They represent a phrase through word vectors and a parse tree and then compute vectors for higher nodes in the tree using the same tensor-based composition function. We compare to several super-vised, compositional models such as ...
Improving Language Understanding by Generative Pre-Training
www.cs.ubc.caThe closest line of work to ours involves pre-training a neural network using a language modeling objective and then fine-tuning it on a target task with supervision. Dai et al. [13] and Howard and Ruder [21] follow this method to improve …