Welcome to the homepage of
the 6th International Colloquium on Grammatical Inference
ICGI-2002 is the sixth in a series of successful biennial international
conferences on the area of grammatical inference.
Grammatical inference has been extensively addressed by researchers in
information theory, automata theory, language acquisition,
computational linguistics, machine learning, pattern recognition,
computational learning theory and neural networks.
This colloquium aims at bringing together researchers in these
fields. Previous editions of this meeting were held in Essex, U.K.;
Alicante, Spain; Montpellier, France; and Ames, Iowa, USA and Lisbon,
ICGI-2002 will be held in Amsterdam, the Netherlands, on
September 23-25, 2002
Areas of Interest
The conference seeks to provide a forum for presentation and discussion of
original research papers on all aspects of grammatical inference including,
but not limited to:
Different models of grammar induction: e.g., learning from examples,
learning using examples and queries, incremental versus non-incremental
learning, distribution-free models of learning, learning under various
distributional assumptions (e.g., simple distributions), impossibility
results, complexity results, characterizations of representational and
search biases of grammar induction algorithms.
Algorithms for induction of different classes of languages and
automata: e.g., regular, context-free, and context-sensitive languages,
interesting subsets of the above under additional syntactic
constraints, tree and graph grammars, picture grammars,
multi-dimensional grammars, attributed grammars, parameterized models,
Theoretical and experimental analysis of different approaches to
grammar induction including artificial neural networks, statistical
methods, symbolic methods, information-theoretic approaches, minimum
description length, and complexity-theoretic approaches, heuristic
Broader perspectives on grammar induction -- e.g., acquisition of
grammar in conjunction with language semantics, semantic constraints on
grammars, language acquisition by situated agents and robots,
acquisition of language constructs that describe objects and events in
space and time, developmental and evolutionary constraints on language
acquisition, statistical modeling of natural language, etc.
Demonstrated or potential applications of grammar induction in natural
language acquisition, computational biology, structural pattern
recognition, information retrieval, text processing, adaptive
intelligent agents, systems modeling and control, and other domains.
The conference will include oral and possibly poster presentations of
accepted papers, a small number of tutorials and invited talks. All accepted
papers will appear in the conference proceedings. The proceedings of
ICGI-2002 are published by Springer-Verlag as volume LNAI 2484 in their
Lecture Notes in Artificial Intelligence series, a subseries of the Lecture
Notes in Computer Science series.