Search Results for author: Melinda Hodkiewicz

Found 4 papers, 3 papers with code

LexiClean: An annotation tool for rapid multi-task lexical normalisation

1 code implementation EMNLP (ACL) 2021 Tyler Bikaun, Tim French, Melinda Hodkiewicz, Michael Stewart, Wei Liu

LexiClean’s main contribution is support for simultaneous in situ token-level modification and annotation that can be rapidly applied corpus wide.

Iof-maint -- Modular maintenance ontology

no code implementations8 Apr 2024 Melinda Hodkiewicz, Caitlin Woods, Matt Selway, Markus Stumptner

In this paper, we describe the evolution of the Iof-maint reference ontology based on the extraction of common concepts identified in a number of application ontologies working with industry maintenance work order, procedure and failure mode data.

Large Language Models for Failure Mode Classification: An Investigation

1 code implementation15 Sep 2023 Michael Stewart, Melinda Hodkiewicz, Sirui Li

In this paper we present the first investigation into the effectiveness of Large Language Models (LLMs) for Failure Mode Classification (FMC).

Prompt Engineering text-classification +1

Beamforming using Digital Piezoelectric MEMS Microphone Array

1 code implementation19 Nov 2021 Ricky Leman, Ben Travaglione, Melinda Hodkiewicz

In this paper, we couple a pair of piezoelectric MEMS microphones to a COTS microcontroller to create a stand-alone microphone array capable of discerning the direction of a noise source.

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