8 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.CL2023★ 6 cited
Beyond Scale: The Diversity Coefficient as a Data Quality Metric for Variability in Natural Language Data
Brando Miranda, Alycia Lee, Sudharsan Sundar +4
Current trends in pre-training Large Language Models (LLMs) primarily focus on the scaling of model and dataset size. While the quality of pre-training data is considered an import…
cs.LG2019★ 8 cited
Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design
Kevin K. Yang, Yuxin Chen, Alycia Lee +1
In many high-throughput experimental design settings, such as those common in biochemical engineering, batched queries are more cost effective than one-by-one sequential queries. F…