Search Results for author: Kerry Taylor

Found 5 papers, 1 papers with code

Agent-OM: Leveraging LLM Agents for Ontology Matching

no code implementations1 Dec 2023 Zhangcheng Qiang, Weiqing Wang, Kerry Taylor

Ontology matching (OM) enables semantic interoperability between different ontologies and resolves their conceptual heterogeneity by aligning related entities.

Ontology Matching Retrieval

Implicit Mixture of Interpretable Experts for Global and Local Interpretability

no code implementations1 Dec 2022 Nathan Elazar, Kerry Taylor

We find that a naively trained MoIE will learn to 'cheat', whereby the black-box router will solve the classification problem by itself, with each expert simply learning a constant function for one particular class.

Classification

A Pipeline for Analysing Grant Applications

no code implementations30 Oct 2022 Shuaiqun Pan, Sergio J. Rodríguez Méndez, Kerry Taylor

In addition to predicting the IC score for each research proposal, we are particularly interested in understanding the vocabulary of innovative proposals.

TNNT: The Named Entity Recognition Toolkit

1 code implementation31 Aug 2021 Sandaru Seneviratne, Sergio J. Rodríguez Méndez, Xuecheng Zhang, Pouya G. Omran, Kerry Taylor, Armin Haller

Extraction of categorised named entities from text is a complex task given the availability of a variety of Named Entity Recognition (NER) models and the unstructured information encoded in different source document formats.

graph construction named-entity-recognition +2

Enhancing Automated Decision Support across Medical and Oral Health Domains with Semantic Web Technologies

no code implementations30 Mar 2014 Tejal Shah, Fethi Rabhi, Pradeep Ray, Kerry Taylor

Accordingly, current practice of isolating the information base of medical and oral health domains can be dangerous and detrimental to the health of the individual.

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