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Abstract: One argument for parametric models of language has been learnability in the context of first language acquisition. The claim is made that "logical" arguments from learnability theory require non-trivial constraints on the class of languages. Initial formalisations of the problem (Gold, 1967) are however inapplicable to this particular situation. In this paper we construct an appropriate formalisation of the problem using a modern vocabulary drawn from statistical learning theory and grammatical ... (Update)
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BibTeX entry: (Update)
@misc{ asc-grammatical,
author = "Alexander Clark Asc",
title = "Grammatical Inference and First Language Acquisition",
url = "citeseer.ist.psu.edu/743362.html" }
Citations (may not include all citations):537 A theory of the learnable (context) - Valiant - 1984
220 Knowledge of Language : Its Nature (context) - Chomsky - 1986
184 Cryptographic limitations on learning boolean formulae and f.. - Kearns, Valiant - 1989
74 Formal Principles of Language Acquisition (context) - Wexler, Culicover - 1980
57 the learnability of discrete distributions (context) - Kearns, Mansour et al. - 1994
50 the computational complexity of approximating distributions .. - Abe, Warmuth - 1992
34 the learnability and usage of acyclic probabilistic finite a.. - Ron, Singer et al. - 1995
19 Language Acquisition and the Theory of Parameters (context) - Hyams - 1986
19 Teaching a smarter learner - Goldman, Mathias - 1996
15 Negative evidence in language acquisition (context) - Marcus - 1993
7 Relating probabilistic grammars and automata - Abney, McAllester et al. - 1999
6 Learning regular languages from simple positive examples - Denis - 2001
4 Language indentification in the limit (context) - Gold - 1967
4 PAC-learnability of probabilistic deterministic finite state.. - Clark, Thollard - 2004
3 Feasible learnability of formal grammars and the theory of n.. - Abe - 1988
3 The equivalence of four extensions of contextfree grammars (context) - Vijay-Shanker, Weir - 1994
2 Empirical foundations of linguistic theory (context) - Labov - 1975
1 A brief overview of learnability (context) - Bertolo - 2001
1 Partially distribution-free learning of regular languages fr.. - Clark, Thollard - 2004
1 Knowledge and Learning in Natural Language (context) - Yang - 2002
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Partially Distribution-Free Learning of Regular Languages.. - Clark, Thollard (2004) (Correct)
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