natural language processing ↔ knowledge graph construction

Relations (1)

related 2.00 — strongly supporting 3 facts

Knowledge graph construction is described as a multi-disciplinary effort that relies on natural language processing expertise [1], and the process often involves extracting information from natural language text [2] while utilizing specific NLP tools [3].

Facts (3)

Sources

Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org arXiv 2 facts

claimWhile NLP tasks have benefited from reusable implementations like Stanford CoreNLP, other knowledge graph construction tasks, such as entity resolution, currently lack similar modular, reusable implementations.

claimThe construction of a knowledge graph is a multi-disciplinary effort that requires expertise from natural language processing, data integration, knowledge representation, and knowledge management.

The State Of The Art On Knowledge Graph Construction From Text nlpsummit.org NLP Summit 1 fact

claimAutomatically constructing a knowledge graph from natural language text is challenging due to the ambiguity and impreciseness of natural languages.