EDB-IPP Project: Personalization and Long-Context Modeling in Large Language Models
RAKUTEN ASIA PTE. LTD.
Singapore
Not specified; full sponsorship for postgraduate s...
Not specified (potentially hybrid as it involves collaboration and supervision).
Deep learning expertise
Machine learning knowledge
Natural language processing skills
Rakuten Asia is seeking PhD students for a collaborative research initiative focused on personalization and long-context modeling in large language models. Candidates should possess strong expertise in deep learning, machine learning, and natural language processing, particularly with PyTorch. The successful applicants will be sponsored for their postgraduate studies and employed by Rakuten upon completion
Job Summary
The role involves advancing foundational techniques for personalizing Large Language Models over long, evolving contexts.
Candidates will receive full sponsorship for postgraduate studies and be hired by Rakuten Asia upon successful completion.
The project focuses on developing scalable methods for encoding user interaction history while ensuring alignment and safety.
Matching Summary
Match Score: 85
Rakuten Asia is seeking PhD students for a collaborative research initiative focused on personalization and long-context modeling in large language models. Candidates should possess strong expertise in deep learning, machine learning, and natural language processing, particularly with PyTorch. The successful applicants will be sponsored for their postgraduate studies and employed by Rakuten upon completion.
Salary
Not specified; Full sponsorship for postgraduate studies included