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ICGI 2020 : The 15th International Conference on Grammatical Inference

New York, USA

Event Date:	August 26, 2020 - August 28, 2020
Submission Deadline:	May 01, 2020
Notification of Acceptance:	June 15, 2020
Camera Ready Version Due:	July 15, 2020

About

ICGI’20 will be held at NYC SUNY Global Center on August 26-28 2020. This bi-annual conference focuses on all aspects of grammar learning, including (but not limited to) theoretical and experimental analysis of different models of grammar induction, and algorithms for induction of different classes of languages and automata.

This edition will provide a particular insight on the relation with connectionist models such as neural networks: tutorials of the first day will focus on that subject and authors are encouraged to submit works on that subject.

Call for Papers

Topics of interest

Theoretical aspects of grammatical inference: learning paradigms, learnability results, complexity of learning.
Empirical and theoretical research on query learning, active learning, and other interactive learning paradigm
Empirical and theoretical research on methods using or including, but not limited to, spectral learning, state-merging, distributional learning, statistical relational learning, statistical inference and/or Bayesian learning
Learning algorithms for language classes inside and outside the Chomsky hierarchy. Learning tree and graph grammars.
Learning probability distributions over strings, trees or graphs, or transductions thereof.
Learning with contextualized data: for instance, Grammatical inference from strings or trees paired with semantics representations, or learning by situated agents and robots.
Experimental and theoretical 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 learning to tasks in fields including, but not limited to, natural language processing and computational linguistics, model checking and software verification, bioinformatics, robotic planning and control, and pattern recognition.

Summary

ICGI 2020 : The 15th International Conference on Grammatical Inference will take place in New York, USA. It’s a 3 days event starting on Aug 26, 2020 (Wednesday) and will be winded up on Aug 28, 2020 (Friday).

ICGI 2020 falls under the following areas: COMPUTER SCIENCE, MACHINE LEARNING, etc. Submissions for this Conference can be made by May 01, 2020. Authors can expect the result of submission by Jun 15, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Jul 15, 2020 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the ICGI 2020

Short Name: ICGI 2020
Full Name: The 15th International Conference on Grammatical Inference
Timing: 09:00 AM-06:00 PM (expected)
Fees: Check the official website of ICGI 2020
Event Type: Conference
Website Link: https://icgi2020.lis-lab.fr/
Location/Address: New York, USA

Credits and Sources

[1] ICGI 2020 : The 15th International Conference on Grammatical Inference