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Jack G M FitzGerald
Jack G M FitzGerald
Scientist, Amazon Alexa
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
632022
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
612022
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
612022
A rotating scatter mask for inexpensive gamma-ray imaging in orphan source search: Simulation results
JGM FitzGerald
IEEE Transactions on Nuclear Science 62 (1), 340-348, 2015
222015
Canary: Ion spectroscopy for ionospheric sensing
HS Feldmesser, MAG Darrin, R Osiander, LJ Paxton, AQ Rogers, ...
Space Missions and Technologies 7691, 123-135, 2010
152010
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
A modulating liquid collimator for coded aperture adaptive imaging of gamma-rays
JGM FitzGerald, LW Burggraf, BR Kowash, EL Hull
IEEE Transactions on Nuclear Science 60 (3), 2300-2307, 2013
82013
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
STIL--Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++
JGM FitzGerald
arXiv preprint arXiv:2010.00760, 2020
62020
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
A Programmable Liquid Collimator for Both Coded Aperture Adaptive Imaging and Multiplexed Compton Scatter Tomography
JGM FitzGerald
32012
False invocation rejection for speech processing systems
S Makashir, A Carre, J FitzGerald, C Zhang, P Bhargava, C Nagaraju, ...
US Patent 11,195,522, 2021
22021
Alexa Teacher Models
JGM FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
ICON, 2021
22021
Reconfigurable liquid attenuated collimator
LW Burggraf, BR Kowash, JGM FitzGerald
US Patent 9,431,141, 2016
22016
Massively multilingual natural language understanding 2022 (MMNLU-22) workshop and competition
J FitzGerald, C Hench, C Peris, K Rottmann
Proceedings of the Massively Multilingual Natural Language Understanding …, 2022
12022
Converting the point of view of messages spoken to virtual assistants
IG Lee, V Zu, SS Buddi, D Liang, P Kulkarni, JGM Fitzgerald
arXiv preprint arXiv:2010.02600, 2020
12020
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
M Safa Ozdayi, C Peris, J FitzGerald, C Dupuy, J Majmudar, H Khan, ...
arXiv e-prints, arXiv: 2305.11759, 2023
2023
Mixture of Domain Experts for Language Understanding: an Analysis of Modularity, Task Performance, and Memory Tradeoffs
B Kleiner, JGM Fitzgerald, H Khan, G Tur
2022 IEEE Spoken Language Technology Workshop (SLT), 346-352, 2023
2023
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