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Tractable learning and inference with high-order representations

, and . In ICML Workshop on Open Problems in Statistical Relational Learning, (2006)

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Conditional random fields: Probabilistic models for segmenting and labeling sequence data., , and . (2001)Toward Conditional Models of Identity Uncertainty with Application to Proper Noun Coreference., and . IIWeb, page 79-84. (2003)Practical Markov Logic Containing First-Order Quantifiers with Application to Identity Uncertainty, and . Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing, page 41--48. New York City, New York, Association for Computational Linguistics, (June 2006)Conditional Models of Identity Uncertainty with Application to Noun Coreference, and . Advances in Neural Information Processing Systems 17, page 905--912. MIT Press, (2005)Learning to Predict the Quality of Contributions to Wikipedia, , and . WikiAI'08: Proceedings of the Workshop on Wikipedia and Artificial Intelligence: An Evolving Synergy, page 7--12. AAAI Press, (2008)Assessing confidence of knowledge base content with an experimental study in entity resolution., , , and . AKBC@CIKM, page 13-18. ACM, (2013)Toward interactive training and evaluation., and . CIKM, page 947-956. ACM, (2011)Rapid development of Hindi named entity recognition using conditional random fields and feature induction., and . ACM Trans. Asian Lang. Inf. Process., 2 (3): 290-294 (2003)Word Representations via Gaussian Embedding., and . ICLR, (2015)High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models., and . ICML, page 319-326. Omnipress, (2010)