4th NLP4KGC: Natural Language Processing for Knowledge Graph Construction
co-located with the The Web Conference 2025, Sydney, Australia

Workshop Link: https://sites.google.com/view/4rthnlp4kgc/
Submission Link: https://easychair.org/conferences/?conf=nlp4kgc2025
Submission Deadline: 18 December 2024 12:00 AM AoE (contact us if you need an extension)
Conference Dates: 28 April - 2 May 2025

Topics: We welcome contributions related to the following topics but are not limited to:
- Natural Language Understanding: Entity/relation extraction and resolution, entity/relationship linking, disambiguation, canonicalization, multilingual information retrieval for KG construction, and applications of LLMs.
- Knowledge Graph Construction: Knowledge Graph Completion, Ontology learning, LLMs for dynamic KG construction, graph representation learning, GNNs for NLP, and use of LLM agents, tools, and Retrieval Augmented Generation (RAG), GraphRAG.
- Responsible AI: Knowledge Graphs for bias mitigation, interpretability, explainability and Responsible AI frameworks.
- Knowledge Graphs and the Web: Annotation of web data using schema.org, distant supervision with web-scale data such as Web Data Commons, Semantic Web, and Linked Data.

Submission Instructions:
Format: ACM template, double-column format - https://www.acm.org/publications/proceedings-template
Page Length:
Full research, negative results, and dataset papers: max 8 pages (excluding references).
Short papers and demos: max 4 pages (excluding references).
Review process: All papers will undergo a double-blind review and must be submitted via EasyChair.
Publication: The accepted papers will be presented at the NLP4KGC workshop integrated with the conference and published at ACM Digital Library.

Organization Chairs:
Edlira Vakaj, Birmingham City University, UK.
Nandana Mihindukulasooriya , IBM Research, USA.
Sanju Tiwari, Sharda University, India.
Sergio J. Rodríguez-Méndez, Australian National University, Australia.

Contact Person:
Sima Iranmanesh (sima.iranmanesh@bcu.ac.uk)