Alex Perelygin

Publications4
h-index1
Citations4,103
Highly Influential Citations645
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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
TLDR
We introduce the Stanford Sentiment Treebank and a powerful Recursive Neural Tensor Network that can accurately predict the compositional semantic effects present in this new corpus. Expand
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Semantic Compositionality and Deep Learning for Sentiment Analysis
TLDR
We introduce a new dataset that includes detailed sentiment information at all nodes in parse trees describing movie review sentences, which improves all classification models, including baselines. Expand
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Detecting Audio / Video Asynchrony
Asynchrony between the audio and video track in streaming video can cause user frustration with the service but often goes unreported. Providers of on-demand internet streaming media such as Netflix… Expand
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Optimal Feature Extraction based Machine Learning Approach for Sarcasm Type Detection in News Headlines
TLDR
Sarcasm detection is one of the most difficult tasks in natural language processing. Expand