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Disambiguation of "McCallum, A."

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An Introduction to Conditional Random Fields for Relational Learning

, and . Introduction to Statistical Relational Learning, MIT Press, (2007)

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Mairi McCallum

R. A. A. Bowler

°Ake °Akerström

Mohamed A A Anndif

Eltohamy A A Yousef

 

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Piecewise training of undirected models, and . UAI, (2005)Table extraction using conditional random fields, , , and . Proceedings of the 26th ACM SIGIR, (2003)Learning to Construct Knowledge Bases from the World Wide Web, , , , , , and . Artificial Intelligence Journal, 118 (1--2): 69--113 (2000)Automatic Categorization of Email into Folders: Benchmark Experiments on Enron and SRI Corpora, , and . CIIR Technical Report, IR-418, University of Massachusetts, Amherst, USA, (2004)Towards Optimal Active Learning through Sampling Estimation of Error Reduction, and . Proc. 18th Int’l Conf. Machine Learning, (2001)Employing EM in pool-based active learning for text classification, and . Proceedings of the International Conference on Machine Learning, (1998)Early results for named entity recognition with conditional random fields, and . (2003)Pool-Based Active Learning for Text Classification, Working notes of Learning from Text and the Web, and . Conference on Automated Learning and Discovery CONALD-98, (1998)An Introduction to Conditional Random Fields for Relational Learning, and . Introduction to Statistical Relational Learning, MIT Press, (2007)Instance-Based Utile Distinctions for Reinforcement Learning with Hidden State. Machine Learning: Proceedings of the Twelfth International Conference, page 387--395. Morgan Kaufmann Publishers, San Francisco, CA, (1995)