Research Fellow (Natural Language Processing)

Posted:
5/29/2024, 5:00:00 PM

Location(s):
Singapore, Singapore

Experience Level(s):
Mid Level ⋅ Senior

Field(s):
AI & Machine Learning ⋅ Software Engineering

The School of Electrical and Electronic Engineering is seeking to hire a talented Research Fellow in natural language processing and large language models to work with a team from multiple disciplines of machine learning and artificial intelligence to develop multimodal large language models with capabilities such as conversational information retrieval, multimodality sensemaking, question answering and chain-of-thoughts.

The Research Fellow will work on a project to conduct research on the development of multimodal large language models.

Key Responsibilities:

  • Design strategies for training data collection and annotation

  • Develop new algorithms for multimodal large language model training.

  • Develop a workable prototype system with capabilities such as conversational information retrieval, multimodal sense making, question answering, and chain-of-thoughts.

  • Publish papers in top tier conferences and journals

  • Collaborate with team members and funding agency to ensure timely and quality deliverables.

  • Co-supervise of MSc and Final Year Project students involved in this project.

Job Requirements:

  • PhD in computer science, or related field.

  • Strong expertise in natural language processing and large language models.

  • Over 3-year research experience in the above required areas

  • Experiences in computer vision is preferred.

  • Excellent publication track record on top tier conferences/journals

  • Proficiency in programming language Python

  • Proficiency in English

PhD candidates going to submit thesis within three months are encouraged to apply.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU