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IUI
2000
ACM
15 years 3 months ago
NaturalJava: a natural language interface for programming in Java
NaturalJava is a prototype for an intelligent natural-languagebased user interface for creating, modifying, and examining Java programs. The interface exploits three subsystems. T...
David Price, Ellen Riloff, Joseph L. Zachary, Bran...
74
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KDD
1998
ACM
120views Data Mining» more  KDD 1998»
15 years 3 months ago
Large Datasets Lead to Overly Complex Models: An Explanation and a Solution
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
Tim Oates, David Jensen
UAI
2004
15 years 11 days ago
Case-Factor Diagrams for Structured Probabilistic Modeling
We introduce a probabilistic formalism subsuming Markov random fields of bounded tree width and probabilistic context free grammars. Our models are based on a representation of Bo...
David A. McAllester, Michael Collins, Fernando Per...
ACL
1993
15 years 10 days ago
Towards History-Based Grammars: Using Richer Models for Probabilistic Parsing
We describe a generative probabilistic model of natural language, which we call HBG, that takes advantage of detailed linguistic information to resolve ambiguity. HBG incorporates...
Ezra Black, Frederick Jelinek, John D. Lafferty, D...
AI
2008
Springer
14 years 11 months ago
Conditional independence and chain event graphs
Graphs provide an excellent framework for interrogating symmetric models of measurement random variables and discovering their implied conditional independence structure. However,...
Jim Q. Smith, Paul E. Anderson