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    EMNLP
    2010
    214views Natural Language Processing» more  EMNLP 2010»
    Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
    13 years 6 months ago
    Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
    Download  www.petrovi.de
    We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...
    Amarnag Subramanya, Slav Petrov, Fernando Pereira
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    ICML
    2010
    IEEE
    181views Machine Learning» more  ICML 2010»
    Learning Markov Logic Networks Using Structural Motifs
    13 years 9 months ago
    Learning Markov Logic Networks Using Structural Motifs
    Download  www.cs.washington.edu
    Markov logic networks (MLNs) use firstorder formulas to define features of Markov networks. Current MLN structure learners can only learn short clauses (4-5 literals) due to extre...
    Stanley Kok, Pedro Domingos
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    NIPS
    2007
    134views Information Technology» more  NIPS 2007»
    A Randomized Algorithm for Large Scale Support Vector Learning
    13 years 9 months ago
    A Randomized Algorithm for Large Scale Support Vector Learning
    Download  books.nips.cc
    This paper investigates the application of randomized algorithms for large scale SVM learning. The key contribution of the paper is to show that, by using ideas random projections...
    Krishnan Kumar, Chiru Bhattacharyya, Ramesh Hariha...
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    SIGCSE
    1997
    ACM
    121views Education» more  SIGCSE 1997»
    Application-based modules using apprentice learning for CS 2
    14 years 18 days ago
    Application-based modules using apprentice learning for CS 2
    Download  www.cs.duke.edu
    A typical Data Structures (CS 2) course covers a wide variety of topics: elementary algorithm analysis; data structures including dynamic structures, trees, tables, graphs, etc.; ...
    Owen L. Astrachan, Robert F. Smith, James T. Wilke...
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    SIGCSE
    1996
    ACM
    163views Education» more  SIGCSE 1996»
    Database theory in practice: learning from cooperative group projects
    14 years 17 days ago
    Database theory in practice: learning from cooperative group projects
    Download  www.public.asu.edu
    lhis paper describes the use of cooperative group learning concepts in support of an undergraduate database mrtnagement course that emphasizes the theoretical and practical aspect...
    Suzanne W. Dietrich, Susan Darling Urban
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