Learning Structured Embeddings of Knowledge Bases
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Jason Weston | Yoshua Bengio | Antoine Bordes | Ronan Collobert | Antoine Bordes | J. Weston | Yoshua Bengio | Ronan Collobert
[1] Bernhard E. Boser,et al. A training algorithm for optimal margin classifiers , 1992, COLT '92.
[2] Susan McRoy,et al. Using Multiple Knowledge Sources for Word Sense Discrimination , 1992, Comput. Linguistics.
[3] Peter Szolovits,et al. What Is a Knowledge Representation? , 1993, AI Mag..
[4] Yann LeCun,et al. Signature Verification Using A "Siamese" Time Delay Neural Network , 1993, Int. J. Pattern Recognit. Artif. Intell..
[5] Yoshua Bengio,et al. A Neural Probabilistic Language Model , 2003, J. Mach. Learn. Res..
[6] Geoffrey E. Hinton,et al. Learning Distributed Representations of Concepts Using Linear Relational Embedding , 2001, IEEE Trans. Knowl. Data Eng..
[7] Claire Gardent,et al. Improving Machine Learning Approaches to Coreference Resolution , 2002, ACL.
[8] Claus-E. Liedtke,et al. A Knowledge-Based System for Context Dependent Evaluation of Remote Sensing Data , 2002, DAGM-Symposium.
[9] Pascal Vincent,et al. Non-Local Manifold Parzen Windows , 2005, NIPS.
[10] Yann LeCun,et al. Dimensionality Reduction by Learning an Invariant Mapping , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[11] H. Robbins. A Stochastic Approximation Method , 1951 .
[12] Daniel Jurafsky,et al. Learning to Merge Word Senses , 2007, EMNLP.
[13] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[14] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[15] Yoshua Bengio,et al. Neural net language models , 2008, Scholarpedia.
[16] Geoffrey J. Gordon,et al. Relational learning via collective matrix factorization , 2008, KDD.
[17] Joshua B. Tenenbaum,et al. Modelling Relational Data using Bayesian Clustered Tensor Factorization , 2009, NIPS.
[18] Jason Weston,et al. Towards Understanding Situated Natural Language , 2010, AISTATS.
[19] Mark Johnson,et al. Using Universal Linguistic Knowledge to Guide Grammar Induction , 2010, EMNLP.
[20] Jason Weston,et al. Large scale image annotation: learning to rank with joint word-image embeddings , 2010, Machine Learning.
[21] Estevam R. Hruschka,et al. Toward an Architecture for Never-Ending Language Learning , 2010, AAAI.