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Andy Rosenbaum
Andy Rosenbaum
Other namesAndrew Jake Rosenbaum, AJ Rosenbaum
Amazon Alexa AI
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Title
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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
642022
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
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
442023
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
42023
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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