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NIPS
2003
13 years 8 months ago
Kernels for Structured Natural Language Data
This paper devises a novel kernel function for structured natural language data. In the field of Natural Language Processing, feature extraction consists of the following two ste...
Jun Suzuki, Yutaka Sasaki, Eisaku Maeda
DBPL
1991
Springer
98views Database» more  DBPL 1991»
13 years 11 months ago
Structural Recursion as a Query Language
We propose a programming paradigm that tries to get close to both the semantic simplicity of relational algebra, and the expressive power of unrestricted programming languages. It...
Val Tannen, Peter Buneman, Shamim A. Naqvi
EUROPAR
2005
Springer
14 years 26 days ago
SPC-XML: A Structured Representation for Nested-Parallel Programming Languages
Nested-parallelism programming models, where the task graph associated to a computation is series-parallel, present good analysis properties that can be exploited for scheduling, c...
Arturo González-Escribano, Arjan J. C. van ...
EMNLP
2011
12 years 7 months ago
Structured Sparsity in Structured Prediction
Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...
André F. T. Martins, Noah A. Smith, M&aacut...
DAGSTUHL
1990
13 years 8 months ago
Parallel Rule-Firing Production Systems
One of the principal advantages of parallelizing a rule-based system, or more generally, any A.I. system, is the ability to pursue alternate search paths concurrently. Conventiona...
Daniel Neimann