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COLING
1996
13 years 8 months ago
Using a Hybrid System of Corpus- and Knowledge-Based Techniques to Automate the Induction of a Lexical Sublanguage Grammar
Porting a Natural Language Processing (NLP) system to a new domain remains one of the bottlenecks in syntactic parsing, because of the amount of effort required to fix gaps in the...
Geert Jan Wilms
ACL
2009
13 years 5 months ago
Unsupervised Multilingual Grammar Induction
We investigate the task of unsupervised constituency parsing from bilingual parallel corpora. Our goal is to use bilingual cues to learn improved parsing models for each language ...
Benjamin Snyder, Tahira Naseem, Regina Barzilay
IFIP12
2008
13 years 8 months ago
Bayesian Networks Optimization Based on Induction Learning Techniques
Obtaining a bayesian network from data is a learning process that is divided in two steps: structural learning and parametric learning. In this paper, we define an automatic learni...
Paola Britos, Pablo Felgaer, Ramón Garc&iac...
APPINF
2003
13 years 8 months ago
On the Three Forms of Non-deductive Inferences: Induction, Abduction, and Design
Induction and abduction are well known non-deductive inferences. We shall propose that design is also another form of non-deductive inference, and, based on Barwise and Seligmanâ€...
Makoto Kikuchi, Ichiro Nagasaka
EGC
2009
Springer
13 years 5 months ago
A Bayes Evaluation Criterion for Decision Trees
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
Nicolas Voisine, Marc Boullé, Carine Hue