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Project Officer
3 months ago
We are looking to appoint a full-time Project Officer at the School of Humanities in Nanyang Technological University (NTU).The incumbent will join the Linguistics and Multilingual Studies (LMS) Department working on a project titled 'Performance-interpretability Tradeoff in Discourse Research' led by Professor Dennis Tay.
The position is a fixed term post for 17 months.About the Project The performance-interpretability tradeoff (PIT) in data science and AI refers to the balance between how well a statistical/machine learning model performs, and how readily humans can comprehend it.
This project investigates the nature and characteristics of PIT in discourse research, focusing on the following:i) the (strategically) indeterminate nature of PITii) PIT in time-based algorithms and discoursesiii) conceptual relationship(s) between PIT and 'mixed-methods' discourse research, with subsequent developments based on emergent findings.
Discourse datasets to be investigated include psychological counseling, social media, academic lectures, and other relevant time-based contexts, while time-based algorithms include LSTM, ARIMA time series, and survival regression models.
The project also aims to design and develop relevant pedagogical resources aimed at students and the general public.Key Responsibilities:
Assist in sourcing and collecting language and discourse datasets across different domainsAssist in pre-processing discourse data for analysisAssist in preparation of research output, pedagogical resources, and/or other project-related deliverables
Job Requirements:
Good Bachelor's degree in linguistics, language studies, data science, or related fieldsStrong verbal and written communication skillsWorking knowledge of Natural Language Processing and Python / R is an advantageInterested applicants may apply with submission of the Curriculum Vitae.
We regret to inform that only shortlisted candidates will be notified.Hiring Institution:
NTU