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» Embedding Heterogeneous Data Using Statistical Models
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118
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LREC
2010
173views Education» more  LREC 2010»
15 years 2 months ago
Language Modeling Approach for Retrieving Passages in Lecture Audio Data
Spoken Document Retrieval (SDR) is a promising technology for enhancing the utility of spoken materials. After the spoken documents have been transcribed by using a Large Vocabula...
Koichiro Honda, Tomoyosi Akiba
87
Voted
EMNLP
2007
15 years 2 months ago
Large Language Models in Machine Translation
This paper reports on the benefits of largescale statistical language modeling in machine translation. A distributed infrastructure is proposed which we use to train on up to 2 t...
Thorsten Brants, Ashok C. Popat, Peng Xu, Franz Jo...
123
Voted
BMCBI
2008
123views more  BMCBI 2008»
15 years 22 days ago
Statistical methodology for the analysis of dye-switch microarray experiments
Background: In individually dye-balanced microarray designs, each biological sample is hybridized on two different slides, once with Cy3 and once with Cy5. While this strategy ens...
Tristan Mary-Huard, Julie Aubert, Nadera Mansouri-...
124
Voted
BMCBI
2007
157views more  BMCBI 2007»
15 years 19 days ago
Statistical learning of peptide retention behavior in chromatographic separations: a new kernel-based approach for computational
Background: High-throughput peptide and protein identification technologies have benefited tremendously from strategies based on tandem mass spectrometry (MS/MS) in combination wi...
Nico Pfeifer, Andreas Leinenbach, Christian G. Hub...
125
Voted
RSP
2003
IEEE
132views Control Systems» more  RSP 2003»
15 years 5 months ago
Rapid Exploration of Pipelined Processors through Automatic Generation of Synthesizable RTL Models
As embedded systems continue to face increasingly higher performance requirements, deeply pipelined processor architectures are being employed to meet desired system performance. ...
Prabhat Mishra, Arun Kejariwal, Nikil Dutt