Taehee Jung
Applied Scientist at Amazon Alexa AI
Summary
Applied Scientist at Amazon Alexa AI focused on quantifying uncertainty within the natural language processing context. Expert in machine learning and deep learning applications for language problems. Experienced in merging heterogeneous data resources and adopting statistical methodologies to extract meaningful knowledge.
Experience
Applied Scientist at Amazon Alexa AI
Quantifying uncertainty within natural language processing, with a focus on large language models and compositional instruction tuning.
Data Scientist at Korea Credit Bureau
Merged heterogeneous data resources and applied statistical methodology to extract meaningful knowledge, prior to graduate studies.
Education
Doctor of Philosophy in Statistics
Master of Science in Statistics
Bachelor of Arts in Management Science
Selected Publications
Chain of Instructions: Compositional Instruction Tuning on Large Language Models
Cluster Guided Label Generation in Extreme Multi Label Classification
Posterior Calibrated Training on Sentence Classification Tasks
Earlier Is Not Always Better: Sub aspect Analysis on Corpus and System Biases in Summarization
Skills
Contact
Open to conversations on uncertainty quantification, language models, and applied statistics.
jungtaeh@amazon.com