ARC Future Fellowships - Grant ID: FT190100039

Funded Activity Summary

Exploiting Context in Multilingual Understanding and Generation. Automatic translation technologies produce incoherent and incorrect outputs in critical areas, such as health, finance, and law. This is due to translating sentences independently, without regard to the global extra-sentential context and rich linguistic structures inherent in the wider document context. This project aims to exploit global linguistic structures, capitalising on recent advances in deep neural networks, in order to generate coherent and faithful text. Expected outcome include next-generation computational technologies for language understanding and generation. This should significantly benefit document-based language technologies and increase their applications in a range of cultural, industrial, and health settings.

Funded Activity Details

Start Date: 20-11-2020

End Date: 25-12-2024

Funding Scheme: ARC Future Fellowships

Funding Amount: $856,062.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Pattern Recognition and Data Mining | Artificial Intelligence and Image Processing | Natural Language Processing

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Information and Computing Sciences | Communication Across Languages and Culture | Application Tools and System Utilities |

Other Keywords

Application Tools and System Utilities | Artificial Intelligence and Image Processing | Communication Across Languages and Culture | Expanding Knowledge in the Information and Computing Sciences | Natural Language Processing | Pattern Recognition and Data Mining

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