14 citations · 21 across the 5 of their papers we have counts for
5 papers
Transport Study of Charge Carrier Scattering in Monolayer WSe
Andrew Y. Joe, Kateryna Pistunova, Kristen Kaasbjerg +9
Employing flux-grown single crystal WSe, we report charge carrier scattering behaviors measured in -BN encapsulated monolayer field effect transistors. We perform quantum tr…
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting
Rylan Schaeffer, Kateryna Pistunova, Samar Khanna +2
Language models can be prompted to reason through problems in a manner that significantly improves performance. However, \textit{why} such prompting improves performance is unclear…
Extracting Molecular Properties from Natural Language with Multimodal Contrastive Learning
Romain Lacombe, Andrew Gaut, Jeff He +2
Deep learning in computational biochemistry has traditionally focused on molecular graphs neural representations; however, recent advances in language models highlight how much sci…
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle
Rylan Schaeffer, Mikail Khona, Zachary Robertson +5
Double descent is a surprising phenomenon in machine learning, in which as the number of model parameters grows relative to the number of data, test error drops as models grow ever…
Valley-coherent quantum anomalous Hall state in AB-stacked MoTe2/WSe2 bilayers
Zui Tao, Bowen Shen, Shengwei Jiang +11
Moiré materials provide fertile ground for the correlated and topological quantum phenomena. Among them, the quantum anomalous Hall (QAH) effect, in which the Hall resistance is qu…