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Grant Award View - GA59815
Exploiting Context in Multilingual Understanding and Generation
GA ID:
GA59815
Agency:
Australian Research Council
Approval Date:
17-Oct-2019
Publish Date:
22-Oct-2019
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
20-Nov-2020 to 25-Dec-2024
Original: 17-Oct-2019 to 30-Jun-2023
Value (AUD):
$856,062.00
(GST inclusive where applicable)
Variations:
- GA59815-V4 - Variation to Grant (4-Oct-2023 )
- GA59815-V3 - Variation to Grant (20-Oct-2021 )
- GA59815-V2 - Variation to Grant (2-Aug-2021 )
- GA59815-V1 - Variation to Grant (7-Feb-2020 )
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 19/20 Discovery
Grant Program:
ARC Future Fellowships
Grant Activity:
Exploiting Context in Multilingual Understanding and Generation
Purpose:
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.
GO ID:
GO Title:
Future Fellowships for funding commencing in 2019
Internal Reference ID:
FT19 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
Monash University
Recipient ABN:
12 377 614 012
Grant Recipient Location
Suburb:
MULGRAVE
Town/City:
MULGRAVE
Postcode:
3170
State/Territory:
VIC
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
VIC
Postcode:
3170
Country:
AUSTRALIA