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George Zerveas
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A transformer-based framework for multivariate time series representation learning
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
972021
Using Deepspeed and Megatron to train megatron-turing NLG 530b, A large-scale generative language model.
S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ...
CoRR, abs/2201.11990, 2022
63*2022
Improving clinical predictions through unsupervised time series representation learning
X Lyu, M Hueser, SL Hyland, G Zerveas, G Rätsch
arXiv preprint arXiv:1812.00490, 2018
322018
Comprehensive comparison and experimental validation of band-structure calculation methods in III–V semiconductor quantum wells
G Zerveas, E Caruso, G Baccarani, L Czornomaz, N Daix, D Esseni, ...
Solid-State Electronics 115, 92-102, 2016
272016
Brown university at trec deep learning 2019
G Zerveas, R Zhang, L Kim, C Eickhoff
arXiv preprint arXiv:2009.04016, 2020
62020
Modeling approaches for band-structure calculation in III-V FET quantum wells
E Caruso, G Zerveas, G Baccarani, L Czornomaz, N Daix, D Esseni, ...
EUROSOI-ULIS 2015: 2015 Joint International EUROSOI Workshop and …, 2015
62015
Extracting angina symptoms from clinical notes using pre-trained transformer architectures
AS Eisman, NR Shah, C Eickhoff, G Zerveas, ES Chen, WC Wu, IN Sarkar
AMIA Annual Symposium Proceedings 2020, 412, 2020
52020
A Transformer-based Framework for Multivariate Time Series Representation Learning. arXiv 2020
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
arXiv preprint arXiv:2010.02803, 0
5
CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking
G Zerveas, N Rekabsaz, D Cohen, C Eickhoff
arXiv preprint arXiv:2112.08766, 2021
22021
Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization
G Zerveas, N Rekabsaz, D Cohen, C Eickhoff
12022
CATS: Customizable Abstractive Topic-based Summarization
SA Bahrainian, G Zerveas, F Crestani, C Eickhoff
ACM Transactions on Information Systems (TOIS) 40 (1), 1-24, 2021
12021
Representation Learning of Multivariate Time Series using a Transformer Framework
G Zerveas, S Jayaraman, D Patel, A Bhamidipaty, C Eickhoff
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2021
2021
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