Prompt-Based and Contrastive Learning for Sensitivity-Aware Search
Lead Research Organisation:
University of Glasgow
Department Name: School of Computing Science
Abstract
The research aims to build on recent advances in Information Retrieval, Natural Language Processing and Machine Learning technologies, in particular prompt-based learning and contrastive learning, to develop novel Learning-to-Rank loss functions to enable sensitivity-aware search. The work aims to develop a novel avenue of research in the field of automatic sensitivity identification.
Organisations
People |
ORCID iD |
| Jack McKechnie (Student) |
Studentship Projects
| Project Reference | Relationship | Related To | Start | End | Student Name |
|---|---|---|---|---|---|
| EP/R513222/1 | 30/09/2018 | 29/09/2023 | |||
| 2812964 | Studentship | EP/R513222/1 | 09/01/2023 | 09/07/2026 | Jack McKechnie |
| EP/T517896/1 | 30/09/2020 | 29/09/2025 | |||
| 2812964 | Studentship | EP/T517896/1 | 09/01/2023 | 09/07/2026 | Jack McKechnie |
| EP/W524359/1 | 30/09/2022 | 29/09/2028 | |||
| 2812964 | Studentship | EP/W524359/1 | 09/01/2023 | 09/07/2026 | Jack McKechnie |