Výsledky vyhledávání - "Allemang, Dean"

Akademický článek

Autor: Allemang, Dean

Publikováno v: Data Intelligence, Vol 1, Iss 1, Pp 43-57 (2019)

As the world population continues to increase, world food production is not keeping up. This means that to continue to feed the world, we will need to optimize the production and utilization of food around the globe. Optimization of a process on a gl

Externí odkaz: https://doaj.org/article/77cdead8cb014088a4e20ada7bcec758

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Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Autor: Allemang, Dean, Sequeda, Juan

There is increasing evidence that question-answering (QA) systems with Large Language Models (LLMs), which employ a knowledge graph/semantic representation of an enterprise SQL database (i.e. Text-to-SPARQL), achieve higher accuracy compared to syste

Externí odkaz: http://arxiv.org/abs/2405.11706

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A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Autor: Sequeda, Juan, Allemang, Dean, Jacob, Bryon

Enterprise applications of Large Language Models (LLMs) hold promise for question answering on enterprise SQL databases. However, the extent to which LLMs can accurately respond to enterprise questions in such databases remains unclear, given the abs

Externí odkaz: http://arxiv.org/abs/2311.07509

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