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Supplementary Material: Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Recursive Deep Models Semantic Compositionality Sentiment Treebank
2015/6/15
This supplementary material contains four sections.The first section details the design and methods we used to create the Sentiment Treebank. The second provides an analysis of how much this treebank ...
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Recursive Deep Models Semantic Compositionality Sentiment Treebank
2015/6/15
Semantic word spaces have been very useful but cannot express the meaning of longer phrases in a principled way. Further progress towards understanding compositionality in tasks such as sentiment dete...
Semantic Compositionality through Recursive Matrix-Vector Spaces
Semantic Compositionality Recursive Matrix Vector Spaces
2015/6/12
Single-word vector space models have been very successful at learning lexical information. However, they cannot capture the compositional meaning of longer phrases, preventing them from a deeper under...