Research Fellow (IDS-Cisco)
National University of Singapore
- Singapore
- Permanent
- Full-time
- Develop new concepts and algorithms in data science, machine learning, and artificial intelligence for natural language processing with a focus on knowledge-graph approaches to address the data integrity issues, information extraction from user conversation data and dialog tree generation;
- Be up-to-date on state-of-the-art methodologies in related technical fields and application domains;
- Develop ideas for application of research outcomes;
- Contribute to knowledge exchange activities with external partners and collaborators
- A PhD in Computer Science, with specialization related to natural language processing, machine learning, data mining, artificial intelligence or databases;
- Proven ability to conduct independent research with a strong and relevant publication record;
- Prior experience in knowledge graphs, information extraction, dialog tree generation and knowledge discovery using state-of-the-art NLP approaches.
- Experience with deep learning-based information retrieval, and/or deep generative natural language approaches for conversation AI would be a plus;
- Excellent interpersonal communication and presentation skills.