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149
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COLING
1990
15 years 4 months ago
The BICORD System: Combining Lexical Information from Bilingual Corpora and Machine Readable Dictionaries
Our goal is to explore methods for combining structured but incomplete information from dictionaries with the unstructured but more complete information available in corpora for t...
Judith Klavans, Evelyne Tzoukermann
131
Voted
TFS
2011
194views Education» more  TFS 2011»
14 years 10 months ago
Top-Down Induction of Fuzzy Pattern Trees
Fuzzy pattern tree induction was recently introduced as a novel machine learning method for classification. Roughly speaking, a pattern tree is a hierarchical, tree-like structur...
R. Senge, Eyke Hüllermeier
98
Voted
OOPSLA
2009
Springer
15 years 10 months ago
Minimizing dependencies within generic classes for faster and smaller programs
Generic classes can be used to improve performance by allowing compile-time polymorphism. But the applicability of compile-time polymorphism is narrower than that of runtime polym...
Dan Tsafrir, Robert W. Wisniewski, David F. Bacon,...
117
Voted
JMLR
2010
91views more  JMLR 2010»
14 years 10 months ago
Convexity of Proper Composite Binary Losses
A composite loss assigns a penalty to a realvalued prediction by associating the prediction with a probability via a link function then applying a class probability estimation (CP...
Mark D. Reid, Robert C. Williamson
ECOOP
2006
Springer
15 years 7 months ago
Parameterized Modules for Classes and Extensible Functions
Abstract. We present F(Eml), a language that combines classes, extensible functions, symmetric multiple dispatching, and a practical system for parameterized modules. Parameterized...
Keunwoo Lee, Craig Chambers