Improving Word Representations via Global Context and Multiple Word Prototypes [PDF]
Eric H. Huang, Richard Socher, Christopher D. Manning and Andrew Y. Ng.
Annual Meeting of the Association for Computational Linguistics (ACL), 2012.
[Dataset][Word Representations][Training Code]
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection [PDF]
Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng and Christopher D. Manning.
Advances in Neural Information Processing Systems (NIPS), 2011.
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions [PDF]
Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng and Christopher D. Manning.
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.
Toward Automatic Task Design: A Progress Report [PDF]
Eric Huang, Haoqi Zhang, David C. Parkes, Krzysztof Gajos and Yiling Chen.
KDD - Human Computation Workshop (HCOMP), 2010.