Information overload is now the normal state of affairs for knowledge workers. In keys areas such as COVID-19 research or Machine Learning, the volume of new content is growing seemingly exponentially in recent years. We need to apply recent developments in natural language processing, information retrieval and machine learning to address the problem of information overload by, for instance, developing and integrating advanced search, community detection and summarisation techniques to work on our own literature, or on content such as PubMed or arXiv. For instance, Alibaba's iDST (Institute of Data Science of Technologies) won a recent deep learning passage retrieval competition at TREC 2019 by a clever combination of deep NLP and IR.
Required knowledge
Practical knowledge of using modern deep learning methods as well as extensive experience with Python programming.
Standard Machine Learning, Artificial Intelligence and Natural Language Processing as covered in masters or advanced undergraduate subjects.
Good understanding of Machine Learning principles.
Similar Positions
-
Casual Sessional: Computing Technologies, RMIT University, Australia, about 20 hours ago
Overview: EXPRESSION OF INTEREST FOR CASUAL SESSIONALS – SCHOOL OF COMPUTING TECHNOLOGIES Overview Expression of Interest for sessional teaching and marking across a range of courses in the School...
-
Lecturer, School Of Computing Technologies, RMIT University, Australia, 5 days ago
Overview: Full-time, continuing position (1.0 FTE or fraction to be negotiated) Salary Academic Level B ($105,549 - $125,341) + 17% Superannuation and Flexible Working Arrangements Based at the Me...
-
Solutions Architect Genomics Machine Learning, CSIRO, Australia, about 22 hours ago
Lead the technical development of the VariantSpark platform and clinical pathology applications Use your cloud-based, high-performance computing & machine learning expertise to bring IT solut...
-
Associate Dean (Interaction, Technology & Information), RMIT University, Australia, 1 day ago
Overview: A leadership opportunity is available in the newly established Discipline of Interaction, Technology & Information in the School of Computing Technologies. 1 x Full time, fixed term (3 y...
-
Research Sessional Efm, RMIT University, Australia, about 20 hours ago
Overview: • Casual Researcher, flexibility in commencement • Flexible hours per week • Flexible working arrangements About RMIT RMIT offers life-changing experiences for our students, and...
-
Education Technologist, University of Melbourne, Australia, 14 days ago
Job no: 0062174 Location: Parkville Role type: Full-time, Fixed-term for 2 years Faculty: Faculty of Medicine, Dentistry and Health Sciences Department/School: Department of Anatomy and Physiology...