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Suchin Gururangan
Suchin Gururangan
Verifierad e-postadress på cs.washington.edu - Startsida
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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
10242020
Annotation artifacts in natural language inference data
S Gururangan, S Swayamdipta, O Levy, R Schwartz, SR Bowman, ...
arXiv preprint arXiv:1803.02324, 2018
8212018
Realtoxicityprompts: Evaluating neural toxic degeneration in language models
S Gehman, S Gururangan, M Sap, Y Choi, NA Smith
arXiv preprint arXiv:2009.11462, 2020
2212020
Show your work: Improved reporting of experimental results
J Dodge, S Gururangan, D Card, R Schwartz, NA Smith
arXiv preprint arXiv:1909.03004, 2019
1732019
Variational pretraining for semi-supervised text classification
S Gururangan, T Dang, D Card, NA Smith
arXiv preprint arXiv:1906.02242, 2019
822019
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
732021
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
352021
Demix layers: Disentangling domains for modular language modeling
S Gururangan, M Lewis, A Holtzman, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2108.05036, 2021
232021
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
172021
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
172014
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
62018
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
52022
Nearest Neighbor Zero-Shot Inference
W Shi, J Michael, S Gururangan, L Zettlemoyer
arXiv preprint arXiv:2205.13792, 2022
52022
Classifying locator generation kits
R Hodgman, A Kuppa, S Gururangan, A Reece
US Patent 10,594,655, 2020
12020
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
2022
M2D2: A Massively Multi-domain Language Modeling Dataset
M Reid, V Zhong, S Gururangan, L Zettlemoyer
arXiv preprint arXiv:2210.07370, 2022
2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection
S Gururangan, D Card, SK Drier, EK Gade, LZ Wang, Z Wang, ...
arXiv preprint arXiv:2201.10474, 2022
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
2021
Neutralizing malicious locators
R Hodgman, A Kuppa, S Gururangan, A Reece
US Patent 10,601,846, 2020
2020
Polyglot Text Classification with Neural Document Models
S Gururangan
2018
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Artiklar 1–20