Derek Tam
University of North Carolina at Chapel Hill(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Data Quality and Management, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning(2022)292 cited
- → An Empirical Survey of Data Augmentation for Limited Data Learning in NLP(2023)145 cited
- → Evaluating the Factual Consistency of Large Language Models Through News Summarization(2023)47 cited
- → Improving and Simplifying Pattern Exploiting Training(2021)33 cited
- → TIES-Merging: Resolving Interference When Merging Models(2023)22 cited
- → Gestalt similarity groupings are not constructed in parallel(2018)19 cited
- → Meis1 establishes the pre-hemogenic endothelial state prior to Runx1 expression(2023)16 cited
- → Optimal Transport-based Alignment of Learned Character Representations for String Similarity(2019)16 cited