I am a Ph.D. student at UNC Chapel Hill working with Prof Colin Raffel and Prof Mohit Bansal . I am interested in learning from limited data for NLP.
- An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Jiaao Chen*, Derek Tam* , Colin Raffel, Mohit Bansal, Diyi Yang
Arxiv June 2021.
- Improving and Simplifying Pattern Exploiting Training
Derek Tam* , Rakesh R Menon*, Mohit Bansal, Shashank Srivastava, Colin Raffel
Arxiv March 2021.
- Predicting Institution Hierarchies with Set-based Models.
Derek Tam, Nicholas Monath, Ari Kobren, Andrew McCallum
Automated Knowledge Base Construction (AKBC) May
- Optimal Transport-based Alignment
of Learned Character Representations for String
Derek Tam, Nicholas Monath,
, Ari Kobren., Aaron Traylor, Rajarshi Das, Andrew McCallum
Computational Linguistics (ACL) July
Previously, I worked in Prof Andrew McCallum
`s Information and Extraction Synthesis lab
while receiving a M.S. in Computer Science at the University of Massachusetts Amherst
. Before that, I received a B.S. in Computer Science and Statistics from Carnegie Mellon University