Research Fellow (IDS-Cisco)
Date: 24 Apr 2024
Location: SPECIALTY RESEARCH INST/CTRS, Kent Ridge Campus, SG
Company: National University of Singapore
The Role
We are looking for a Research Fellow who will be responsible for undertaking in-depth research and innovation in machine learning, data science, and artificial intelligence on natural language processing for information extraction and knowledge discovery that lead to publications in top-tier international conferences and journals, as well as real-world implementations.
Responsibilities:
- 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
Requirements
- 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.