5-7 Sep 2018
Wroclaw, Poland
The 14th International Conference on Grammatical Inference
September 5-7, 2018
http://icgi2018.pwr.edu.pl
It is our pleasure to invite you to ICGI 2018, the major forum for
presentation and discussion of original research papers on all aspects of
grammatical inference. ICGI, which has been organized bi-annually since
early nineties, this time will be hosted at Wroc?aw University of Science
and Technology in Wroc?aw (Poland).
The theme of ICGI 2018 will include theoretical and experimental analysis
of various models of grammatical inference and algorithms for induction of
different classes of languages and automata. This year we especially
encourage submissions related to the domain of bioinformatics, which will
be presented at a special joint session with the collocated Polish
Bionformatics Society symposium.
The confirmed keynote speakers include:
* Colin de la Higuera (Nantes),
* Johannes Söding (Goettingen),
* Frits Vaandrager (Nijmegen).
Topics of interest
* Theoretical aspects of grammatical inference: learning paradigms,
learnability results, complexity of learning.
* Efficient learning algorithms for language classes inside and
outside the Chomsky hierarchy. Learning tree and graph grammars.
Learning distributions over strings, trees or graphs.
* Grammatical inference from strings or trees paired with semantics
representations, or learning by situated agents and robots.
* Theoretical and experimental analysis of different approaches to
grammar induction, including artificial neural networks, statistical
methods, symbolic methods, information-theoretic approaches, minimum
description length, complexity-theoretic approaches, heuristic
methods, etc.
* Novel approaches to grammatical inference: induction by DNA
computing or quantum computing, evolutionary approaches, new
representation spaces, etc.
* Successful applications of grammatical inference to tasks in natural
language processing such as unsupervised parsing, bioinformatics,
web interface design, robot navigation, machine translation, pattern
recognition, language acquisition, software engineering,
computational linguistics, spam and malware detection, cognitive
psychology, etc.
Guidelines for authors
Papers must be submitted in pdf format through EasyChair. The total length of
the paper should not exceed 12 pages on A4-size paper. The use of LaTeX is
strongly encouraged. Prospective authors are strongly recommended to use the
JMLR style file for LaTeX since we are going to publish all regular papers with
The Proceedings of Machine Learning Research series. The conference proceedings
will be submitted for indexing to the Web of Science Database.
Important Dates
Paper submission deadline: May 15, 2018 Notification of acceptance: June 29,
2018 Camera-ready copy: August 22, 2018 Conference: September 5-7, 2018
Conference Chairs:
* Olgierd Unold, Wroc?aw University of Science and Technology
* Witold Dyrka, Wroc?aw University of Science and Technology
* Wojciech Wieczorek, Silesian University in Katowice
Program committee consists of almost thirty recognizable researchers.
For any enquiries regarding general issues, the program, or if you are a
potential sponsor, please contact: icgi2018@pwr.edu.pl
We look forward to seeing you at ICGI 2018.
Sincerely, Olgierd Unold, Witold Dyrka and Wojciech Wieczorek
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