Search Results for author: Bradley P. Allen

Found 7 papers, 3 papers with code

Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models

1 code implementation25 Apr 2024 Bradley P. Allen, Paul T. Groth

A backbone of knowledge graphs are their class membership relations, which assign entities to a given class.

Knowledge Graphs Language Modelling

Standardizing Knowledge Engineering Practices with a Reference Architecture

no code implementations4 Apr 2024 Bradley P. Allen, Filip Ilievski

The recent abstraction of systemic patterns into a boxology provides an opening for aligning the requirements and use cases of knowledge engineering with the systems, components, and software that can satisfy them best.

Language Modelling

SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection

1 code implementation4 Apr 2024 Bradley P. Allen, Fina Polat, Paul Groth

We describe the University of Amsterdam Intelligent Data Engineering Lab team's entry for the SemEval-2024 Task 6 competition.

Hallucination In-Context Learning

Conceptual Engineering Using Large Language Models

1 code implementation1 Dec 2023 Bradley P. Allen

We describe a method, based on Jennifer Nado's definition of classification procedures as targets of conceptual engineering, that implements such procedures using a large language model.

Language Modelling Large Language Model

Knowledge Engineering using Large Language Models

no code implementations1 Oct 2023 Bradley P. Allen, Lise Stork, Paul Groth

Knowledge engineering is a discipline that focuses on the creation and maintenance of processes that generate and apply knowledge.

Identifying and Consolidating Knowledge Engineering Requirements

no code implementations27 Jun 2023 Bradley P. Allen, Filip Ilievski, Saurav Joshi

Knowledge engineering is the process of creating and maintaining knowledge-producing systems.

End-to-End Learning for Answering Structured Queries Directly over Text

no code implementations15 Nov 2018 Paul Groth, Antony Scerri, Ron Daniel, Jr., Bradley P. Allen

Structured queries expressed in languages (such as SQL, SPARQL, or XQuery) offer a convenient and explicit way for users to express their information needs for a number of tasks.

Extractive Question-Answering Knowledge Graphs +1

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