Design and Evaluation of Techniques for Enhancing the Utilization of Pre-Trained Language Models (GPT-3) in Sales and Marketing through Prompt Engineering and Fine-Tuning

This research project is focused on using AI technology called Pre-trained Language Models (PLMs) to generate results that are more human-like and of higher quality. The team will utilize a technique called “prompt engineering” to work with a leading PLM in the market, GPT-3, to enhance productivity in reading and writing tasks for salespeople. By […]

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Predicting stellar flares using hidden Markov models

Certain classes of stars in the universe emit flares – dramatic bursts of energy that appear across the electromagnetic spectrum. Flare activity for these stars is highly variable across time, and predicting this behaviour is an interesting problem both from an astronomical and from a statistical viewpoint. Within the field of astrostatistics, “changepoint detection” models […]

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Exploring the Experiences of Individuals Impacted by Eating Disorder Symptoms with a Virtual Support Program: A Canadian Qualitative Study

With the number of eating disorders rising during the COVID-19 pandemic in Canada, Body Brave launched the Recovery Support Program as an online platform for individuals (ages 17 and up) experiencing eating disorder symptoms to access support. In this program, clients are offered check-ins, recovery sessions, and resources using a stepped-care model. In addition to […]

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Development of high surface quality and large static displacement translating micromirror for MEMS FTIRS with application to alcohol interlock

This project is to develop a micromirror with large static translation displacement and high surface quality by combining two microfabrication processes. Based on the developed micromirror, the next generation alcohol interlock technology, i.e., MEMS (MicroElectroMechanial System) FTIRS alcohol interlock will be developed and commercialized in collaboration with ACS to overcome the limitations of the current […]

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A Space of their Own: Women Solo Performance in English Canadian Theatre

The period from the 1980s witnessed a steady rise in the production of solo performance by women artists in English Canadian Theatre. Rita Fraticelli’s report on “The Status of Women in Canadian Theatre” catapulted this change. Active organisational work by women and various theatre movements addressed this disparity in representation and worked to revamp the […]

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Optimization of Conductive Ink Formulations for Inkjet Printing of Circuits

The newly emerging field of printable electronics is expected to facilitate widespread low-cost electronic devices for applications such as flexible displays, identification labels, wearable electronics and rapid prototyping. This field incorporates a variety of printing technologies with conductive ink to deposit conductive traces on any material. However, companies like Voltera, who are creating new technologies […]

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Ultrastructure of GABA, glycine and glutamate co-transmitting synapses in the immature brainstem

The synapse forms the core unit of information transfer in the brain, and most brain disorders, both developmental and degenerative, are caused by synaptic dysfunction. Understanding synaptic organization is therefore central to both basic research and health research in neuroscience. Our still-evolving understanding of the synapse includes relatively recent recognition that many synapses use multiple […]

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Manitoba Mathematics Action Research Project

Recently PLS has signed a contract with the Ministry of Education in Manitoba. The province has been experiencing declining math scores across the province in both international tests such as PISA and in their provincial standardized tests. Manitoba is deeply committed to improving students mathematical achievement and as a result has hired PLS to develop […]

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Predicting readmission and recovery rates of psychiatry patients in mental health facilities within Canada: A machine learning approach

Hospital readmission from in-patient psychiatry is increasingly problematic for patients and care administrators, as they often are associated with poor clinical outcomes and higher care costs. An understanding of factors that predispose in-patient psychiatry patients to hospital readmission would be critical in improving patient care and reducing healthcare-related costs. My research proposes to use machine […]

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