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NAACL
2003

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Greedy Decoding for Statistical Machine Translation in Almost Linear Time

13 years 10 months ago

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We present improvements to a greedy decoding algorithm for statistical machine translation that reduce its time complexity from at least cubic ( ¢¡¤£¦¥¨§ when applied na...

Ulrich Germann

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COLING
2010

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An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation

13 years 3 months ago

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In statistical machine translation, decoding without any reordering constraint is an NP-hard problem. Inversion Transduction Grammars (ITGs) exploit linguistic structure and can w...

Yang Feng, Haitao Mi, Yang Liu, Qun Liu

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ACL
2009

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Quadratic-Time Dependency Parsing for Machine Translation

13 years 6 months ago

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Efficiency is a prime concern in syntactic MT decoding, yet significant developments in statistical parsing with respect to asymptotic efficiency haven't yet been explored in...

Michel Galley, Christopher D. Manning

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