COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The family-like atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
RESPONSIBILITIES
- This position is for School of Computing and Information Systems (SCIS).
- Conduct routine research for the project under the supervision of PI/Co-PI.
- Design and implement data gathering methods, collect research data, and data pre-processing.
- Design and implement core and baseline machine learning/reasoning methods and algorithms.
- Conduct experimental evaluation of the designed methods and algorithms.
- Conduct literature review Participate in drafting, revising and publishing research papers.
- Perform public release of research data and code.
- Attend regular group/individual meetings and discussions.
- Other duties as assigned.
QUALIFICATIONS- PhD degree in NLP, AI, ML, or closely related disciplines.
- Minimum 3 years of relevant research experience in Natural Language Processing, LLMs, and/or Machine Learning.
- A record of publications at ACL / EMNLP / TACL / CL, AAAI / IJCAI, NeurIPS / ICLR / ICML, WWW / SIGIR / KDD /WSDM, or equivalent venues.
- Excellent research, analytical and problem-solving skills.
- Strong experience with LLMs, machine learning, and deep learning methods and toolkits.
- Strong experience in natural language understanding, reasoning, planning, and search algorithms.
- Interests in LLM factuality and their applicability in attacking misinformation and hallucination.
- Fluent in programming in Python, Java, and C/C++.
- Highly self-motivated, being able to work independently and collaboratively with team members.
OTHER INFORMATION#LI-JN2
Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University
