[PDF][PDF] Inducing grammars from sparse data sets: a survey of algorithms and results

O Cicchello, SC Kremer - The Journal of Machine Learning Research, 2003 - jmlr.org
O Cicchello, SC Kremer
The Journal of Machine Learning Research, 2003jmlr.org
… This paper provides a comprehensive survey of the field of grammar induction applied to
randomly generated languages using sparse example sets. … This paper provides a survey
of work conducted on inferring a class of randomly generated DFA (Deterministic Finite
State Automata) from sparsely labeled example strings. Since the introduction of this class
of problems to the grammar induction community, a number of solutions have been
proposed. Our paper is the first comprehensive and comparative …
Abstract
This paper provides a comprehensive survey of the field of grammar induction applied to randomly generated languages using sparse example sets.
jmlr.org
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