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    EMNLP
    2009
    122views Natural Language Processing» more  EMNLP 2009»
    Stream-based Randomised Language Models for SMT
    13 years 2 months ago
    Stream-based Randomised Language Models for SMT
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    Randomised techniques allow very big language models to be represented succinctly. However, being batch-based they are unsuitable for modelling an unbounded stream of language whi...
    Abby Levenberg, Miles Osborne
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    ACL
    2007
    130views Computational Linguistics» more  ACL 2007»
    Randomised Language Modelling for Statistical Machine Translation
    13 years 6 months ago
    Randomised Language Modelling for Statistical Machine Translation
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    A Bloom filter (BF) is a randomised data structure for set membership queries. Its space requirements are significantly below lossless information-theoretic lower bounds but it ...
    David Talbot, Miles Osborne
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