Call For Papers

GeNeSy 2024 invites submissions of the latest and most advanced research in generative neuro-symbolic AI for presentation at our workshop. We welcome ongoing research papers that fall within any of the areas of interest in generative neuro-symbolic AI, as listed below.

Topics of Interest

• Neuro-Symbolic (NeSy) approaches for data generation, including (but not limited to) text; images and videos; audio; time-series; and multimodal applications

• Methods for knowledge graph completion and knowledge-augmented explanation

• Neuro-symbolic methods for knowledge-augmented reasoning

• Neuro-symbolic methods for generative commonsense reasoning

• NeSy methods for data quality assessment and evaluation

• Review of Generative NeSy architectures and tasks

• Human-centric and cognitive Generative NeSy architectures

• Trustworthy methods for computational creativity in art and science

• Frameworks for the validation, verification, and adaptation of Generative AI outputs

• Applications and expected challenges for Generative NeSy methods

• Ethical, societal implications and case studies of Generative AI methods

Submissions can fall into one of the following categories : 

• Full Research Papers (12-15 pages) - Papers with original research work which will be judged on their technical soundness and rigour, though allowances made for novel or experimental directions.

• Short Papers (6-10 pages) - Position papers or reports of new research directions, especially where the work is less mature but nonetheless technically sound.

• Review Papers (8-15 pages) - Articles presenting review of GeNeSy architectures and/or applications.

• Dissemination Papers (1 page abstract) - Already published papers from top AI and semantic web venues such as NeurIPS, WebConf, AAAI, ICML, ICLR, ACL, EMNLP, ISWC that are relevant to the workshop. An abstract explaining the work and its relevance to the workshop is required.

The page limits indicated above are inclusive of references (except dissemination papers which only require an abstract). 

Papers in the research, short and review categories will be peer reviewed by at least 2 reviewers. For the long and short papers, we also welcome submissions reporting negative results and sharing experimental insights on the technical challenges and issues in the application of GeNeSy methods. 

Dissemination papers will go through short review from the organisers, checking for their quality and relevance to the workshop. They will not be included in the workshop proceedings but presented in the poster session.

Selected papers will be invited to submit to the Special Issue on “Knowledge Graphs and Neurosymbolic AI” of the Neurosymbolic Artificial Intelligence journal.

Update:  The joint proceedings for  ESWC workshops 2024 are now online at http://ceur-ws.org/Vol-3749

All submissions must be double-blind and formatted using the template for submissions to the CEUR Workshop Proceedings (single column format). All papers and proposals have to be submitted electronically via EasyChair.

For each accepted paper, at least one of the authors needs to register at ESWC 2024 and participate in the workshop in person.