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EMNLP
2011
7 years 7 months ago
Discovering Relations between Noun Categories
Thahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mi...
EMNLP
2011
7 years 7 months ago
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
Richard Socher, Jeffrey Pennington, Eric H. Huang,...
EMNLP
2011
7 years 7 months ago
Universal Morphological Analysis using Structured Nearest Neighbor Prediction
In this paper, we consider the problem of unsupervised morphological analysis from a new angle. Past work has endeavored to design unsupervised learning methods which explicitly o...
Young-Bum Kim, João Graça, Benjamin ...
EMNLP
2011
7 years 7 months ago
Reducing Grounded Learning Tasks To Grammatical Inference
Benjamin Börschinger, Bevan K. Jones, Mark Jo...
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