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Charith Peris
Charith Peris
Senior Applied Scientist, Amazon AGI
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Alexa teacher model: Pretraining and distilling multi-billion-parameter encoders for natural language understanding systems
J FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
622022
Alexatm 20b: Few-shot learning using a large-scale multilingual seq2seq model
S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ...
arXiv preprint arXiv:2208.01448, 2022
572022
Massive: A 1m-example multilingual natural language understanding dataset with 51 typologically-diverse languages
J FitzGerald, C Hench, C Peris, S Mackie, K Rottmann, A Sanchez, ...
arXiv preprint arXiv:2204.08582, 2022
572022
Machine learning data analysis system and method
BW Vigoda, CE Freer, CS Peris, DF Ring, JE Neely, J Finkelstein, ...
US Patent App. 15/660,842, 2018
292018
Differentially private decoding in large language models
J Majmudar, C Dupuy, C Peris, S Smaili, R Gupta, R Zemel
arXiv preprint arXiv:2205.13621, 2022
192022
Privacy in the time of language models
C Peris, C Dupuy, J Majmudar, R Parikh, S Smaili, R Zemel, R Gupta
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
122023
X-ray Spectral Analysis of the Steady States of Grs1915+ 105
CS Peris, RA Remillard, JF Steiner, SD Vrtilek, P Varnière, J Rodriguez, ...
The Astrophysical Journal 822 (2), 60, 2016
92016
Alexatm 20b: Few-shot learning using a large-scale multilingual seq2seq model, 2022
S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ...
URL https://arxiv. org/abs/2208.01448 94, 0
9
Controlling the extraction of memorized data from large language models via prompt-tuning
MS Ozdayi, C Peris, J FitzGerald, C Dupuy, J Majmudar, H Khan, R Parikh, ...
arXiv preprint arXiv:2305.11759, 2023
72023
Tomography of X-ray Nova Muscae 1991: evidence for ongoing mass transfer and stream–disc overflow
CS Peris, SD Vrtilek, JF Steiner, JM Vrtilek, J Wu, JE McClintock, ...
Monthly Notices of the Royal Astronomical Society 449 (2), 1584-1592, 2015
62015
AlexaTM 20B: Few-shot learning using a large-scale multilingual seq2seq model. arXiv 2022
S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ...
arXiv preprint arXiv:2208.01448, 2022
52022
Generative adversarial networks for annotated data augmentation in data sparse nlu
O Golovneva, C Peris
arXiv preprint arXiv:2012.05302, 2020
42020
A tomographic study of V691 CrA (X1822-371)
CS Peris, SD Vrtilek
Monthly Notices of the Royal Astronomical Society 427 (2), 1043-1051, 2012
42012
Holistic Survey of Privacy and Fairness in Machine Learning
S Shaham, A Hajisafi, MK Quan, DC Nguyen, B Krishnamachari, C Peris, ...
arXiv preprint arXiv:2307.15838, 2023
32023
Knowledge distillation transfer sets and their impact on downstream NLU tasks
C Peris, L Tan, T Gueudre, T Gojayev, P Wei, G Oz
arXiv preprint arXiv:2210.04834, 2022
32022
Molecular Dynamic Simulation of Heat Capacities and Diffusion Coefficients as a Function of Temperature of Triatomic Molecules
CS Peris, RV Coorey, S Weerasinghe
Proceedings of the Technical Sessions 26, 75-82, 2010
32010
Alexa Teacher Models
JGM FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
ICON, 2021
22021
Phase-resolved spectroscopy of the low-mass X-ray binary V801 Ara
K Brauer, SD Vrtilek, C Peris, M McCollough
Monthly Notices of the Royal Astronomical Society 478 (4), 4894-4904, 2018
22018
Variability of the accretion disk of V926 Sco inferred from tomographic analysis
SD Connolly, CS Peris, SD Vrtilek
The Astrophysical Journal 777 (2), 171, 2013
22013
On the steerability of large language models toward data-driven personas
J Li, N Mehrabi, C Peris, P Goyal, KW Chang, A Galstyan, R Zemel, ...
arXiv preprint arXiv:2311.04978, 2023
12023
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