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Andy Rosenbaum
Andy Rosenbaum
Other namesAndrew Jake Rosenbaum, AJ Rosenbaum
Amazon Alexa AI
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
Active learning for lexical annotations
AU Parlikar, AJ Rosenbaum, JP Lilly, JP Adams
US Patent 9,508,341, 2016
462016
PLACES: Prompting language models for social conversation synthesis
M Chen, A Papangelis, C Tao, S Kim, A Rosenbaum, Y Liu, Z Yu, ...
arXiv preprint arXiv:2302.03269, 2023
432023
Linguist: Language model instruction tuning to generate annotated utterances for intent classification and slot tagging
A Rosenbaum, S Soltan, W Hamza, Y Versley, M Boese
arXiv preprint arXiv:2209.09900, 2022
272022
CLASP: Few-shot cross-lingual data augmentation for semantic parsing
A Rosenbaum, S Soltan, W Hamza, A Saffari, M Damonte, I Groves
arXiv preprint arXiv:2210.07074, 2022
192022
Weakly supervised data augmentation through prompting for dialogue understanding
M Chen, A Papangelis, C Tao, A Rosenbaum, S Kim, Y Liu, Z Yu, ...
arXiv preprint arXiv:2210.14169, 2022
162022
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
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
Using large language models (llms) to synthesize training data
A Rosenbaum, S Soltan, W Hamza
Amazon Science, 2023
22023
Alexa Teacher Models
JGM FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ...
ICON, 2021
22021
GeMQuAD: Generating multilingual question answering datasets from large language models using few shot learning
A Namboori, S Mangale, A Rosenbaum, S Soltan
arXiv preprint arXiv:2404.09163, 2024
2024
CALICO: Conversational agent localization via synthetic data generation
A Rosenbaum, P Kharazmi, E Banijamali, L Zeng, C DiPersio, P Wei, ...
NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI, 2023
2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
S Soltan, A Rosenbaum, T Falke, Q Lu, A Rumshisky, W Hamza
arXiv preprint arXiv:2306.08756, 2023
2023
Sampling bias in NLU models: Impact and Mitigation
Z Li, A Ramakrishna, A Rumshisky, A Rosenbaum, S Soltan, R Gupta
2023
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