565 citations · 2.4k across the 50 of their papers we have counts for
Showing 2020Show all
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cs.CL2020★ 492 cited
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao, Stella Biderman, Sid Black +9
Recent work has demonstrated that increased training dataset diversity improves general cross-domain knowledge and downstream generalization capability for large-scale language mod…
cs.LG2020★ 13 cited
Pitfalls in Machine Learning Research: Reexamining the Development Cycle
Stella Biderman, Walter J. Scheirer
Machine learning has the potential to fuel further advances in data science, but it is greatly hindered by an ad hoc design process, poor data hygiene, and a lack of statistical ri…
cs.AI2020
Magic: the Gathering is as Hard as Arithmetic
Stella Biderman
Magic: the Gathering is a popular and famously complicated card game about magical combat. Recently, several authors including Chatterjee and Ibsen-Jensen (2016) and Churchill, Bid…