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Pre-trained large-scale language models have increasingly demonstrated high accuracy on many natural language processing (NLP) tasks.
Huggingface’s transformers: State-of-the-art natural language processing
Wolf, T.; Debut, L.; Sanh, V.; Chaumond, J.; Delangue, C.; Moi, A.; Cistac, P.; Rault, T.; Louf, R.; Funtowicz, M.; et al. 2019 · 1910
Earlier work this paper cites.
Very Deep Convolutional Networks for Large-Scale Image Recognition
Simonyan, K.; and Zisserman, A. 2014 · 2014
Earlier work this paper cites.
XSEDE: Accelerating Scientific Discovery
Towns, J.; Cockerill, T.; Dahan, M.; Foster, I.; Gaither, K.; Grimshaw, A.; Hazlewood, V.; Lathrop, S.; Lifka, D.; Peterson, G. D.; Roskies, R.; Scott, J. R.; and Wilkins-Diehr, N. 2014 · 2014
Earlier work this paper cites.
Zhu, Y.; Kiros, R.; Zemel, R.; Salakhutdinov, R.; Urtasun, R.; Torralba, A.; and Fidler, S. 2015 · 2015
Earlier work this paper cites.
https://www.tensorflow.org/mobile/tflite/
TensorFlow. 2017 · 2017
Earlier work this paper cites.
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Cai, H.; Zhu, L.; and Han, S. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J.; Chang, M.-W.; Lee, K.; and Toutanova, K. 2018 · 2018
Cited alongside, same era.
MnasNet: Platform-Aware Neural Architecture Search for Mobile
Tan, M.; Chen, B.; Pang, R.; Vasudevan, V.; Sandler, M.; Howard, A.; and Le, Q. V. 2018 · 2018
Cited alongside, same era.
Glue: A multi-task benchmark and analysis platform for natural language understanding
Wang, A.; Singh, A.; Michael, J.; Hill, F.; Levy, O.; and Bowman, S. R. 2018 · 2018
Cited alongside, same era.
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
Wu, B.; Dai, X.; Zhang, P.; Wang, Y.; Sun, F.; Wu, Y.; Tian, Y.; Vajda, P.; Jia, Y.; and Keutzer, K. 2018 · 2018
Cited alongside, same era.
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Liu, Y.; Ott, M.; Goyal, N.; Du, J.; Joshi, M.; Chen, D.; Levy, O.; Lewis, M.; Zettlemoyer, L.; and Stoyanov, V. 2019 · 2019
Later among the works it cites.
Language Models are Unsupervised Multitask Learners
Radford, A.; Wu, J.; Child, R.; Luan, D.; Amodei, D.; and Sutskever, I. 2019 · 2019
Later among the works it cites.
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Sanh, V.; Debut, L.; Chaumond, J.; and Wolf, T. 2019 · 2019
Later among the works it cites.
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Yang, Z.; Dai, Z.; Yang, Y.; Carbonell, J.; Salakhutdinov, R.; and Le, Q. V. 2019 · 2019
Later among the works it cites.
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
Sun, Z.; Yu, H.; Song, X.; Liu, R.; Yang, Y.; and Zhou, D. 2020 · 2020
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