dependency language model

17

ACL
2009

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Quadratic-Time Dependency Parsing for Machine Translation

13 years 2 months ago

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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13

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ACL
2003

114views Computational Linguistics» more ACL 2003»

Unsupervised Learning of Dependency Structure for Language Modeling

13 years 6 months ago

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This paper presents a dependency language model (DLM) that captures linguistic constraints via a dependency structure, i.e., a set of probabilistic dependencies that express the r...

Jianfeng Gao, Hisami Suzuki

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13

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ACL
2008

128views Computational Linguistics» more ACL 2008»

A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model

13 years 6 months ago

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In this paper, we propose a novel string-todependency algorithm for statistical machine translation. With this new framework, we employ a target dependency language model during d...

Libin Shen, Jinxi Xu, Ralph M. Weischedel

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