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Less is More: Parameter-Free Text Classification with Gzip


Dec 19, 2022
Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin

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SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale


Nov 21, 2022
Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, Craig Murray, Ferhan Ture, Jimmy Lin

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* Accepted to EMNLP 2022 Industry Track; 9 pages, 7 figures 

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What the DAAM: Interpreting Stable Diffusion Using Cross Attention


Oct 11, 2022
Raphael Tang, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Jimmy Lin, Ferhan Ture

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* 5 pages, 5 figures 

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Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers


Jul 31, 2022
Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

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Inserting Information Bottlenecks for Attribution in Transformers


Dec 27, 2020
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

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* Accepted by EMNLP2020 Findings 

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Howl: A Deployed, Open-Source Wake Word Detection System


Aug 21, 2020
Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking, Jofish Kaye, Jimmy Lin

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* The first two authors contributed equally 

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Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset


Jul 14, 2020
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin

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* arXiv admin note: text overlap with arXiv:2004.05125 

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Showing Your Work Doesn't Always Work


Apr 28, 2020
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin

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* Accepted to ACL 2020 

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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference


Apr 27, 2020
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin

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* Accepted at ACL 2020 

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Rapidly Bootstrapping a Question Answering Dataset for COVID-19


Apr 23, 2020
Raphael Tang, Rodrigo Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin

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