KGs ↔ natural language processing

Relations (1)

related 2.00 — strongly supporting 3 facts

Natural language processing and KGs are related through research exploring their integration to enhance model performance and interpretability [1], [2], as well as their combined application in practical systems like healthcare assistants [3].

Facts (3)

Sources

A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer 3 facts

accountThe authors conducted a systematic literature review of NLP, machine learning, and knowledge representation research from the last decade to understand approaches for integrating knowledge graphs (KGs) and large language models (LLMs).

claimDoctor.ai is a healthcare assistant that combines LLMs and KGs to provide medical advice by utilizing structured medical knowledge and natural language processing capabilities.

claimThe research objectives of the survey paper 'A survey on augmenting knowledge graphs (KGs) with large ...' are to explore how integrating KGs and LLMs enhances interpretability, performance, and applicability across NLP tasks.