Opportunity Description
A*STAR Centre for Frontier AI Research (A*STAR CFAR) is seeking an innovative Research Scientist to contribute to the development of cutting-edge AI technologies in maritime applications, value alignment, and resource-efficient large language model (LLM) adaptation.
This role focuses on advancing alignment techniques for large language models (LLMs), enabling fine-grained, sub-group specific alignment deployable on personal devices. The candidate will also work on developing and applying machine learning techniques to solve practical challenges in vessel route prediction, port operations optimization, and global trade flow analysis.
Successful candidates will be responsible, but not limited to:
Develop alignment frameworks to create social value-sensitive representations for sub-groups and to enable inference-time output refinement aligned with sub-group values.
Design and implement parameter-efficient fine-tuning techniques within th...
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