Suchin Gururangan
Suchin Gururangan
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Don't stop pretraining: Adapt language models to domains and tasks
S Gururangan, A Marasović, S Swayamdipta, K Lo, I Beltagy, D Downey, ...
arXiv preprint arXiv:2004.10964, 2020
Annotation artifacts in natural language inference data
S Gururangan, S Swayamdipta, O Levy, R Schwartz, SR Bowman, ...
arXiv preprint arXiv:1803.02324, 2018
Realtoxicityprompts: Evaluating neural toxic degeneration in language models
S Gehman, S Gururangan, M Sap, Y Choi, NA Smith
arXiv preprint arXiv:2009.11462, 2020
Show your work: Improved reporting of experimental results
J Dodge, S Gururangan, D Card, R Schwartz, NA Smith
arXiv preprint arXiv:1909.03004, 2019
All that's' human'is not gold: Evaluating human evaluation of generated text
E Clark, T August, S Serrano, N Haduong, S Gururangan, NA Smith
arXiv preprint arXiv:2107.00061, 2021
Variational pretraining for semi-supervised text classification
S Gururangan, T Dang, D Card, NA Smith
arXiv preprint arXiv:1906.02242, 2019
Detoxifying language models risks marginalizing minority voices
A Xu, E Pathak, E Wallace, S Gururangan, M Sap, D Klein
arXiv preprint arXiv:2104.06390, 2021
Demix layers: Disentangling domains for modular language modeling
S Gururangan, M Lewis, A Holtzman, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2108.05036, 2021
Branch-train-merge: Embarrassingly parallel training of expert language models
M Li, S Gururangan, T Dettmers, M Lewis, T Althoff, NA Smith, ...
arXiv preprint arXiv:2208.03306, 2022
Time waits for no one! analysis and challenges of temporal misalignment
K Luu, D Khashabi, S Gururangan, K Mandyam, NA Smith
arXiv preprint arXiv:2111.07408, 2021
Analysis of graph invariants in functional neocortical circuitry reveals generalized features common to three areas of sensory cortex
SS Gururangan, AJ Sadovsky, JN MacLean
PLoS computational biology 10 (7), e1003710, 2014
Nearest neighbor zero-shot inference
W Shi, J Michael, S Gururangan, L Zettlemoyer
arXiv preprint arXiv:2205.13792, 2022
Editing Models with Task Arithmetic
G Ilharco, MT Ribeiro, M Wortsman, S Gururangan, L Schmidt, ...
arXiv preprint arXiv:2212.04089, 2022
Emergent coordination underlying learning to reach to grasp with a brain-machine interface
M Vaidya, K Balasubramanian, J Southerland, I Badreldin, A Eleryan, ...
Journal of neurophysiology 119 (4), 1291-1304, 2018
Whose language counts as high quality? measuring language ideologies in text data selection
S Gururangan, D Card, SK Dreier, EK Gade, LZ Wang, Z Wang, ...
arXiv preprint arXiv:2201.10474, 2022
M2D2: A Massively Multi-domain Language Modeling Dataset
M Reid, V Zhong, S Gururangan, L Zettlemoyer
arXiv preprint arXiv:2210.07370, 2022
Scaling Expert Language Models with Unsupervised Domain Discovery
S Gururangan, M Li, M Lewis, W Shi, T Althoff, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2303.14177, 2023
Classifying locator generation kits
R Hodgman, A Kuppa, S Gururangan, A Reece
US Patent 10,594,655, 2020
lo-fi: distributed fine-tuning without communication
M Wortsman, S Gururangan, S Li, A Farhadi, L Schmidt, M Rabbat, ...
arXiv preprint arXiv:2210.11948, 2022
Expected Validation Performance and Estimation of a Random Variable's Maximum
J Dodge, S Gururangan, D Card, R Schwartz, NA Smith
arXiv preprint arXiv:2110.00613, 2021
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