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Confident Adaptive Language Modeling


Jul 14, 2022
Tal Schuster, Adam Fisch, Jai Gupta, Mostafa Dehghani, Dara Bahri, Vinh Q. Tran, Yi Tay, Donald Metzler

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HyperPrompt: Prompt-based Task-Conditioning of Transformers


Mar 01, 2022
Yun He, Huaixiu Steven Zheng, Yi Tay, Jai Gupta, Yu Du, Vamsi Aribandi, Zhe Zhao, YaGuang Li, Zhao Chen, Donald Metzler, Heng-Tze Cheng, Ed H. Chi

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A New Generation of Perspective API: Efficient Multilingual Character-level Transformers


Feb 22, 2022
Alyssa Lees, Vinh Q. Tran, Yi Tay, Jeffrey Sorensen, Jai Gupta, Donald Metzler, Lucy Vasserman

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Transformer Memory as a Differentiable Search Index


Feb 16, 2022
Yi Tay, Vinh Q. Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W. Cohen, Donald Metzler

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ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning


Nov 22, 2021
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler

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Charformer: Fast Character Transformers via Gradient-based Subword Tokenization


Jul 02, 2021
Yi Tay, Vinh Q. Tran, Sebastian Ruder, Jai Gupta, Hyung Won Chung, Dara Bahri, Zhen Qin, Simon Baumgartner, Cong Yu, Donald Metzler

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Are Pre-trained Convolutions Better than Pre-trained Transformers?


May 07, 2021
Yi Tay, Mostafa Dehghani, Jai Gupta, Dara Bahri, Vamsi Aribandi, Zhen Qin, Donald Metzler

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* Accepted to ACL 2021 

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OmniNet: Omnidirectional Representations from Transformers


Mar 01, 2021
Yi Tay, Mostafa Dehghani, Vamsi Aribandi, Jai Gupta, Philip Pham, Zhen Qin, Dara Bahri, Da-Cheng Juan, Donald Metzler

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Analog Signal Processing Approach for Coarse and Fine Depth Estimation


Jan 06, 2015
Nihar Athreyas, Zhiguo Lai, Jai Gupta, Dev Gupta

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* appears in Signal & Image Processing : An International Journal (SIPIJ) Vol.5, No.6, December 2014. arXiv admin note: substantial text overlap with arXiv:1411.3929 

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