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» Improving Language Models by Clustering Training Sentences
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IPPS
2009
IEEE
14 years 3 months ago
Scalable RDMA performance in PGAS languages
Partitioned Global Address Space (PGAS) languages provide a unique programming model that can span shared-memory multiprocessor (SMP) architectures, distributed memory machines, o...
Montse Farreras, George Almási, Calin Casca...
NLE
2007
180views more  NLE 2007»
13 years 8 months ago
Segmentation and alignment of parallel text for statistical machine translation
We address the problem of extracting bilingual chunk pairs from parallel text to create training sets for statistical machine translation. We formulate the problem in terms of a s...
Yonggang Deng, Shankar Kumar, William Byrne
ACL
2006
13 years 10 months ago
Modeling Commonality among Related Classes in Relation Extraction
This paper proposes a novel hierarchical learning strategy to deal with the data sparseness problem in relation extraction by modeling the commonality among related classes. For e...
Guodong Zhou, Jian Su, Min Zhang
NAACL
2004
13 years 10 months ago
Detecting Structural Metadata with Decision Trees and Transformation-Based Learning
The regular occurrence of disfluencies is a distinguishing characteristic of spontaneous speech. Detecting and removing such disfluencies can substantially improve the usefulness ...
Joungbum Kim, Sarah E. Schwarm, Mari Ostendorf
LREC
2008
85views Education» more  LREC 2008»
13 years 10 months ago
A Multi-Genre SMT System for Arabic to French
This work presents improvements of a large-scale Arabic to French statistical machine translation system over a period of three years. The development includes better preprocessin...
Sasa Hasan, Hermann Ney