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202
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ICML
2008
IEEE
2008
IEEE
A unified architecture for natural language processing: deep neural networks with multitask learning
16 years 7 months ago
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
153
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CLEF
2004
Springer
15 years 11 months ago
2004
Springer
This is a summary report about the Cross-Language Spoken Document Retrieval Track held at CLEF 2004. The report gives brief details of CL-SDR task based again this year on the TRE...
178
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ICML
1996
IEEE
15 years 10 months ago
1996
IEEE
Recently, there has been an increased interest in "lifelong" machine learning methods, that transfer knowledge across multiple learning tasks. Such methods have repeated...
184
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CIA
2006
Springer
15 years 10 months ago
2006
Springer
We present a hybrid algorithm for distributed task allocation problem in a cooperative logistics domain. Our approach aims to achieve superior computational performance by combinin...
160
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SP
2003
IEEE
15 years 11 months ago
2003
IEEE
Language run-time systems are often called upon to safely execute mutually distrustful tasks within the same runtime, protecting them from other tasks’ bugs or otherwise hostile...