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EMNLP
2011
13 years 19 days ago
Discovering Relations between Noun Categories
Thahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mi...
EMNLP
2011
13 years 19 days 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
13 years 19 days 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
13 years 19 days ago
Reducing Grounded Learning Tasks To Grammatical Inference
Benjamin Börschinger, Bevan K. Jones, Mark Jo...