[CFP] NLP4KGC2024: Natural Language Processing for Knowledge Graph Creation

*3rd NLP4KGC: Natural Language Processing for Knowledge Graph Construction*
    co-located with the 20th International Conference on Semantic Systems
(SEMANTiCS 2024), Amsterdam, Netherlands. September 17-19, 2024.

Workshop Link: https://sites.google.com/view/3rdnlp4kgc
Submission Link: https://easychair.org/conferences/?conf=3rdnlp4kgc
*Submission Deadline: July 15, 2024 *

*Topics:*
The major topics for the workshop are but not limited to:

1. Natural Language Understanding
  • Entity extraction and resolution from text for knowledge graph
construction
  • Text entity relationship extraction and linking for knowledge graph
construction
  • Entity Disambiguation
  • Large Language Models
  • Multilingual/ language-specific information retrieval for knowledge
graph construction

2. Knowledge Graph Construction
  • Ontology learning from text
  • Neural network architectures for knowledge graph construction from text
  • Dynamic knowledge graph building from text/text streams
  • Explainable AI for knowledge graph construction from text
  • GNNs for NLP (graph construction, graph representation learning)

3. Responsible AI
 • Knowledge Graphs for Bias Mitigation
 • Interpretability and Explainability Knowledge Graph-driven assessment
Responsible AI frameworks

4. Knowledge Graphs and Web
 • Automatic annotation of web pages with Schema.org
 • Distant supervision with web-scale data such as Web Data Commons
 • Semantic Web and Linked Data

*Important Dates:*
Papers submission deadline: 15 July 2024
Paper acceptance notifications: 15 August 2024
Camera-ready version due: 25 August 2024

*Submission Instructions:*
We invite full research papers, negative results, position papers, dataset
and system demo papers. The page limit for the full research papers,
negative results and dataset papers is 16 pages excluding references, and
for the short papers and demos, it is 7 pages excluding references.
Submissions must be original and should not have been published previously
or be under consideration for publication while being evaluated for this
workshop. Submissions will be evaluated by the program committee based on
the quality of the work and its fit to the workshop themes. All submissions
are double-blind, and a high-resolution PDF of the paper should be uploaded
to the EasyChair submission site before the paper submission deadline.  The
accepted papers will be presented at the NLP4KG workshop integrated with
the conference, and they will be published as CEUR proceedings. All must be
submitted and formatted in the style of the CEUR proceedings format. For
details on CEUR style <https://ceur-ws.org/HOWTOSUBMIT.html#CEURART>, see
CEUR's Author Instruction. Also see Overleaf Template
<https://www.overleaf.com/latex/templates/template-for-submissions-to-ceur-workshop-proceedings-ceur-ws-dot-org/wqyfdgftmcfw>
.

*Organising Chairs:*
* Edlira Vakaj, Birmingham City University, UK.
* Stamatia Rizou, Singular Logic, Greece.
* Nandana Mihindukulasooriya, IBM Research, USA.
* Fernando Ortiz-Rodríguez, Universidad Autónoma de Tamaulipas, Mexico.
* Sanju Tiwari, BVICAM, New Delhi, India and Universidad Autónoma de
Tamaulipas, México.
* Ryan Mcgranaghan, NASA Jet Propulsion Laboratory, USA.

*Contact Person:*
Edlira Vakaj <Edlira.Vakaj@bcu.ac.uk>

Best Regards,
Nandana Mihindukulasooriya, Ph.D.
Senior Research Scientist - IBM Research AI
51 Astor Place, New York, NY, 10003.