KnowledgeNLP'25 — 4th International Workshop on Knowledge-Augmented Methods for Natural Language Processing (at NAACL 2025) (KnowledgeNLP)

KnowledgeNLP is a workshop series on knowledge-augmented NLP methods, including retrieval augmentation and the role of knowledge in large language models. It invites original contributions on knowledge-augmented NLP, retrieval-augmented generation, knowledge graphs, large language models, question answering, commonsense reasoning, factuality. Submissions may take the form of full research papers, extended abstracts and poster presentations reporting theoretical, computational and experimental work, as well as industrial case studies and applications. The meeting brings together researchers, engineers, industry practitioners and students to exchange recent results and discuss emerging directions in the field. Accepted papers are published in the conference proceedings (Association for Computational Linguistics).