Shang-Wen Daniel Li
Scholar

Shang-Wen Daniel Li

Google Scholar ID: wFI97HUAAAAJ
Research scientist, Facebook AI Research
Foundation modelsData CurationComputer visionSpeech Processing
Citations & Impact
All-time
Citations
24,910
 
H-index
35
 
i10-index
56
 
Publications
20
 
Co-authors
12
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Publications include but not limited to: 'Zero-shot Generalization in Dialog State Tracking through Generative Question Answering' in EACL 2021, 'Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation' in SLT 2021, etc. Organized multiple workshops such as 'The 2nd Self-supervised Learning for Audio and Speech Processing' at AAAI 2022, 'Meta learning and its application for Natural Language Understanding' at ACL 2021, etc.
Research Experience
  • Current: Research Manager at Facebook AI (FAIR); Former: Applied Scientist Manager at Amazon AWS, Machine Learning Scientist at Apple Siri, Applied Scientist at Amazon Alexa; Co-Founder and CTO of Cockatoo AI.
Education
  • PhD: MIT CSAIL, 2016, Advisor: Prof. Victor Zue
Background
  • Research Interests: large foundation models, multimodal, speech and language understanding. Bio: I'm Shang-Wen (Daniel) Li, a researcher passionate about deep learning, algorithms, and coding.
Miscellany
  • Personal interests not explicitly mentioned.