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Anirudh Ravula

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Deep Partial Multiplex Network Embedding

Mar 05, 2022
Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu

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WebFormer: The Web-page Transformer for Structure Information Extraction

Feb 01, 2022
Qifan Wang, Yi Fang, Anirudh Ravula, Fuli Feng, Xiaojun Quan, Dongfang Liu

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DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections

Feb 26, 2021
Yury Zemlyanskiy, Sudeep Gandhe, Ruining He, Bhargav Kanagal, Anirudh Ravula, Juraj Gottweis, Fei Sha, Ilya Eckstein

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RealFormer: Transformer Likes Residual Attention

Dec 23, 2020
Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

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Informer: Transformer Likes Informed Attention

Dec 21, 2020
Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

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Big Bird: Transformers for Longer Sequences

Jul 28, 2020
Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed

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ETC: Encoding Long and Structured Data in Transformers

Apr 21, 2020
Joshua Ainslie, Santiago Ontanon, Chris Alberti, Philip Pham, Anirudh Ravula, Sumit Sanghai

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