Uniting Large Language Models and Knowledge Graphs for Enhanced Knowledge Representation
17 هزار بار بازدید -
8 ماه پیش
-
10:40
10:40 - 11:10 | GEN AI & DATA SCIENCE THEATRE
THE PERFECT COUPLE: UNITING LARGE LANGUAGE MODELS AND KNOWLEDGE GRAPHS FOR ENHANCED KNOWLEDGE REPRESENTATION
WEDNESDAY 20 SEPTEMBER 2023
SPEAKER: KRISTOF NEYS, NEO4J
Large Language models are amazing but are also black-box models that often fail to capture and accurately represent factual knowledge. Knowledge graphs, by contrast, are structural knowledge models that explicitly represent knowledge and, indeed, allow us to detect implicit relationships. In this talk we will demonstrate how LLMs can be improved by Knowledge Graphs, and how LLM’s can augment Knowledge Graphs. A perfect couple!
THE PERFECT COUPLE: UNITING LARGE LANGUAGE MODELS AND KNOWLEDGE GRAPHS FOR ENHANCED KNOWLEDGE REPRESENTATION
WEDNESDAY 20 SEPTEMBER 2023
SPEAKER: KRISTOF NEYS, NEO4J
Large Language models are amazing but are also black-box models that often fail to capture and accurately represent factual knowledge. Knowledge graphs, by contrast, are structural knowledge models that explicitly represent knowledge and, indeed, allow us to detect implicit relationships. In this talk we will demonstrate how LLMs can be improved by Knowledge Graphs, and how LLM’s can augment Knowledge Graphs. A perfect couple!
8 ماه پیش
در تاریخ 1402/08/10 منتشر شده
است.
17,020
بـار بازدید شده