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    IJCNLP
    2005
    Springer
    139views Natural Language Processing» more  IJCNLP 2005»
    Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
    14 years 2 months ago
    Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
    Download  www.aclweb.org
    Recent work on Conditional Random Fields (CRFs) has demonstrated the need for regularisation when applying these models to real-world NLP data sets. Conventional approaches to regu...
    Andrew Smith, Miles Osborne
    claim paper
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