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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
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
692022
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
672022
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
652022
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
202015
Canary: ion spectroscopy for ionospheric sensing
HS Feldmesser, MAG Darrin, R Osiander, LJ Paxton, AQ Rogers, ...
Space Missions and Technologies 7691, 123-135, 2010
162010
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
132023
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
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
8
STIL--Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++
JGM FitzGerald
arXiv preprint arXiv:2010.00760, 2020
72020
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
62022
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
32021
A Programmable Liquid Collimator for Both Coded Aperture Adaptive Imaging and Multiplexed Compton Scatter Tomography
JGM FitzGerald
32012
Alexa teacher model
J FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
22022
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
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources
D Lee, CS Prakash, J FitzGerald, J Lehmann
arXiv preprint arXiv:2406.04670, 2024
2024
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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Articles 1–19