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ALT
2000
Springer
15 years 9 months ago
Learning Recursive Concepts with Anomalies
This paper provides a systematic study of inductive inference of indexable concept classes in learning scenarios in which the learner is successful if its final hypothesis describ...
Gunter Grieser, Steffen Lange, Thomas Zeugmann
86
Voted
ACL
2003
15 years 2 months ago
Combining Deep and Shallow Approaches in Parsing German
The paper describes two parsing schemes: a shallow approach based on machine learning and a cascaded finite-state parser with a hand-crafted grammar. It discusses several ways to...
Michael Schiehlen
COLT
2004
Springer
15 years 6 months ago
Replacing Limit Learners with Equally Powerful One-Shot Query Learners
Different formal learning models address different aspects of human learning. Below we compare Gold-style learning—interpreting learning as a limiting process in which the lear...
Steffen Lange, Sandra Zilles
76
Voted
ICGI
2000
Springer
15 years 4 months ago
Counting Extensional Differences in BC-Learning
Let BC be the model of behaviourally correct function learning as introduced by B
Frank Stephan, Sebastiaan Terwijn
96
Voted
ALT
2008
Springer
15 years 9 months ago
Numberings Optimal for Learning
This paper extends previous studies on learnability in non-acceptable numberings by considering the question: for which criteria which numberings are optimal, that is, for which nu...
Sanjay Jain, Frank Stephan