event

Special Session on KR and Machine Learning

Facts (11)

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Call for Papers: Special Session on KR and Machine Learning kr.org KR 11 facts

measurementThe paper submission deadline for the Special Session on KR and Machine Learning at the KR2022 conference is February 11, 2022.

measurementThe Special Session on KR and Machine Learning at the KR2022 conference has a submission deadline for titles and abstracts on February 2, 2022.

procedureSubmissions to the Special Session on KR and Machine Learning are peer-reviewed by Program Committee members who are active in both Knowledge Representation and Machine Learning fields.

procedureThe Special Session on KR and Machine Learning accepts regular papers of 9 pages and short papers of 4 pages, excluding references.

claimThe Special Session on KR and Machine Learning at KR2022 invites submissions that integrate knowledge representation (KR) and machine learning (ML), specifically focusing on using KR methods to solve ML challenges (such as knowledge-guided or explainable learning), using ML methods to solve KR challenges (such as efficient inference or knowledge base completion), integrating learning and reasoning, and applying combined approaches to real-world problems.

procedureSubmissions to the Special Session on KR and Machine Learning are evaluated based on the originality, soundness, relevance, and significance of the technical contribution, as well as the overall presentation quality.

measurementThe author response period for the Special Session on KR and Machine Learning at the KR2022 conference is March 29-31, 2022.

claimThe Special Session on KR and Machine Learning requires submissions to be at the intersection of Knowledge Representation and Machine Learning, meaning submissions focused exclusively on either KR or ML will not be accepted.

measurementThe author notification date for the Special Session on KR and Machine Learning at the KR2022 conference is April 15, 2022.

claimThe Special Session on KR and Machine Learning at KR2022 welcomes papers on topics including learning symbolic knowledge (ontologies, knowledge graphs, action theories, commonsense knowledge, spatial/temporal theories, preference/causal models), logic-based/relational learning algorithms, machine-learning driven reasoning, neural-symbolic learning, statistical relational learning, multi-agent learning, symbolic reinforcement learning, learning symbolic abstractions from unstructured data, explainable AI, expressive power of learning representations, knowledge-driven natural language understanding and dialogue, knowledge-driven decision making, knowledge-driven intelligent systems for IoT and cybersecurity, and architectures combining data-driven techniques with formal reasoning.

measurementThe camera-ready paper submission deadline for the Special Session on KR and Machine Learning at the KR2022 conference is May 7, 2022.