================================================= 

Objective

This workshop aims at demonstrating recent and future advances in deep learning by using Semantic Web and its underlying technology and NLP techniques which can provide therapeutic solutions multilingual problems particularly among under-resourced languages. Also, results of on-going research in natural language processing, structured knowledge representations (featuring ontologies and knowledge graphs) and deep learning approaches as they are used by experts from industry, science and academia are encouraged for discussions. We invite submission of original related researches, but are not limited to the topics below.

Topics of interests:

• Construction ontology embeddings
• Ontology-based text classification
• Learning ontology embeddings
• Semantic role labelling
• Ontology reasoning with Deep Neural Networks
• Deep learning for ontological semantic annotations
• Spatial and temporal ontology embeddings
• Integrating Fuzzy Logic with Ontology
• Ontology alignment and matching based on deep learning models
• Ontology learning from text using deep learning models
• Knowledge Graphs
• Unsupervised Learning
• Text classification using deep models
• Neural machine translation
• Deep question answering
• Deep text summarization
• Deep speech recognition

Submission

The workshop is open to submit unpublished work resulting from researches that present original scientific results, methodological aspects, concepts and approaches.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.

https://easychair.org/conferences/?conf=iwmsw2021

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 to the conference. For further instructions please refer to the KGSWC 2021 page.

Important dates:

• Workshop paper submission due: July 30, 2021
• Workshop paper notifications: September 15, 2021
• Workshop paper camera-ready versions due: October 15, 2021
• Workshop: November 18-19, 2021

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

Publication:

All accepted workshop papers will be published in a book. The best papers from this workshop may be included in the supplementary proceedings of KGSWC 2021.

Contacts

Ijebu, Francis F., University of Uyo, Uyo, Nigeria – ijebufrancis@uniuyo.edu.ng

Ollawa, Ikechukwu, University of Uyo, Uyo, Nigeria – ikymorris@gmail.com