We invite the submission of original works that are related -- but are not limited to -- the topics below.

Topics of interest:

• Construction ontology embeddings

• Ontology-based text classification

• Learning ontology embeddings

• Semantic role labeling

• Ontology reasoning with Deep Neural Networks

• Deep learning for ontological semantic annotations

• Spatial and temporal ontology embeddings

• Ontology alignment and matching based on deep learning models

• Ontology learning from text using deep learning models

• Unsupervised Learning

• Text classification using deep models

• Neural machine translation

• Deep question answering

• Deep text summarization

• Deep speech recognition

• and so on.

Submission:

The workshop is open to submit unpublished work resulting from research that presents original scientific results, methodological aspects, concepts, and approaches. All submissions must be PDF documents written in English and formatted according to LNCS instructions for authors. Papers are to be submitted through the workshop's EasyChair submission page.

We welcome the following types of contributions:

• Full research papers (8-10 pages): Finished or consolidated R&D works, to be included in one of the Workshop topics

• Short papers (4-6 pages): Ongoing works with relevant preliminary results, opened to discussion.

At least one author of each accepted paper must register for the workshop, in order to present the paper, there, and at the conference. For further instructions please refer to the ESWC 2022 page.

Important dates:

• Workshop paper submission due: March 18th, 2022

• Workshop paper notifications: April 15th, 2022 April 19th, 2022

• Workshop paper camera-ready versions due: April 25th, 2022 April 30th, 2022

• Workshop: 30th of May, 2022 (afternoon-Half-Day)

All deadlines are 23:59 anywhere on earth (UTC-12).

Publication:

The best papers from this workshop may be included in the supplementary proceedings of ESWC 2022.

Contact:

Sarra BEN ABBES

Rim HANTACH