Search Results for author: Stella Biderman

Found 8 papers, 3 papers with code

Cut the CARP: Fishing for zero-shot story evaluation

no code implementations6 Oct 2021 Shahbuland Matiana, JR Smith, Ryan Teehan, Louis Castricato, Stella Biderman, Leo Gao, Spencer Frazier

Recent advances in large-scale language models (Raffel et al., 2019; Brown et al., 2020) have brought significant qualitative and quantitative improvements in machine-driven text generation.

Contrastive Learning Language Modelling +1

Towards a Formal Model of Narratives

no code implementations23 Mar 2021 Louis Castricato, Stella Biderman, Rogelio E. Cardona-Rivera, David Thue

Our framework affords the ability to discuss key qualities of stories and their communication, including the flow of information from a Narrator to a Reader, the evolution of a Reader's story model over time, and Reader uncertainty.

The Pile: An 800GB Dataset of Diverse Text for Language Modeling

6 code implementations31 Dec 2020 Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, Shawn Presser, Connor Leahy

Recent work has demonstrated that increased training dataset diversity improves general cross-domain knowledge and downstream generalization capability for large-scale language models.

Language Modelling

Pitfalls in Machine Learning Research: Reexamining the Development Cycle

no code implementations4 Nov 2020 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 rigor in model evaluation.

Magic: the Gathering is as Hard as Arithmetic

no code implementations11 Mar 2020 Stella Biderman

Magic: the Gathering is a popular and famously complicated card game about magical combat.

Magic: The Gathering is Turing Complete

1 code implementation24 Mar 2019 Alex Churchill, Stella Biderman, Austin Herrick

$\textit{Magic: The Gathering}$ is a popular and famously complicated trading card game about magical combat.

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