GraphAware Blog - Large Language Models

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LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

17 Jan 2024 by Alessia Melania Lonoce & Giuseppe Futia · 19 min read Knowledge Graph Large Language Models LLMs NLP Rockefeller Archive Center Knowledge Management Data Management

Several scientists in the first half of the 20th century made enormous contributions to science and technology in different fields. We can mention several Nobel Prize winners, including Albert Einstein, Ernest Lawrence, and Niels Bohr, who provided fundamental contributions to physics studies. But what about their role as fundraisers? And what about their influence in funding research topics unrelated to their scientific contribution, such as life sciences and biology?

LLMs for Knowledge Graph 2: GPT Prompt Engineering for Knowledge Graph Creation

LLMs for Knowledge Graph 2: GPT Prompt Engineering for Knowledge Graph Creation

24 Oct 2023 by Federica Ventruto · 23 min read Knowledge Graph Large Language Models graph data science gupta leaks Betweenness Centrality Named Entity Recognition Law Enforcement Investigations

The emergence of Large Language Models (LLMs) has dramatically changed the natural language processing (NLP) landscape. The reason lies mainly in their ability to understand and analyse natural language and, at the same time, generate human-like responses.