CALL FOR PAPERS
14th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy’19) In conjunction with IJCAI 2019 https://sites.google.com/view/nesy19/ Submission deadline: Apr 12, 2019 anywhere on earth Notification: May 10, 2019 Camera-ready paper due: May 24, 2019 IJCAI-19 conference: Aug 10-16, 2019 The NeSy workshop series is seen as a major venue for the presentation and discussion of key topics related to neural-symbolic computing. NeSy has provided an atmosphere for the free exchange of ideas and networking within the community of scientists that straddle the line between statistical and symbolic methods in AI. We invite theoretical and applied submissions of all types that span both connectionist and symbolic learning paradigms. We further invite papers detailing experimental and in-the-wild neural-symbolic systems and papers on topics where neural-symbolic learning has a strong use case. Topics of interest include, but are not limited to, the following: * Knowledge representation and reasoning in (deep) neural networks * Symbolic knowledge extraction from neural and statistical learning models * Explainable AI models, systems, and techniques that integrate connectionist and symbolic paradigms * Neural-symbolic cognitive models * Biologically-inspired neural-symbolic integration * Continual learning, integration of logic and probabilities with neural networks * Neural-symbolic methods for structured learning tasks, including transfer, meta, and relational learning * Novel connectionist systems able to perform traditionally symbolic AI tasks (e.g., logical deduction) * Novel symbolic systems able to perform traditionally connectionist tasks (e.g., unstructured data analysis) * Applications in simulation, finance, robotics, the semantic web, software engineering, systems engineering, bioinformatics, and visual intelligence. NeSy also invites short, clear, and well-written position papers for presentation and discussion during the workshop. **Submission** Researchers and practitioners are invited to submit original papers that have not been submitted for review or published elsewhere using the IJCAI paper style. Submitted papers must be written in English and should not exceed 6 pages in the case of research and experience papers, or 3 pages in the case of position papers (including figures, bibliography and appendices). All submitted papers will be judged based on their quality, relevance, originality, significance, and soundness. Submissions need not be double-blind. Submit your paper via: https://easychair.org/conferences/?conf=nesy19 Selected papers will be presented during the workshop. The workshop will include extra time for audience discussion of the presentation allowing the group to have a better understanding of the issues, challenges, and ideas being presented. Accepted papers will be published in official workshop proceedings, which will be distributed during the workshop. Authors of the best papers will be invited to submit a revised and extended version of their papers to the Journal of Applied Logics, College Publications. General questions concerning the workshop should be addressed to a.gar...@city.ac.uk<mailto:a.gar...@city.ac.uk> For more information about neural-symbolic AI and the workshop series, please visit http://www.neural-symbolic.org/ Please join the NeSy mailing list n...@jiscmail.ac.uk<mailto:n...@jiscmail.ac.uk> which is used for general announcements about the workshop.
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