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Inserting Information Bottlenecks for Attribution in Transformers



Zhiying Jiang , Raphael Tang , Ji Xin , Jimmy Lin

* Accepted by EMNLP2020 Findings 

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



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

* 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



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

* arXiv admin note: text overlap with arXiv:2004.05125 

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Showing Your Work Doesn't Always Work



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

* Accepted to ACL 2020 

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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference



Ji Xin , Raphael Tang , Jaejun Lee , Yaoliang Yu , Jimmy Lin

* Accepted at ACL 2020 

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Rapidly Bootstrapping a Question Answering Dataset for COVID-19



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


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What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning



Jaejun Lee , Raphael Tang , Jimmy Lin

* 5 pages 

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Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks



Yinan Zhang , Raphael Tang , Jimmy Lin

* 6 pages, 1 figure 

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DocBERT: BERT for Document Classification



Ashutosh Adhikari , Achyudh Ram , Raphael Tang , Jimmy Lin

* 5 pages, 2 figures. First two authors contributed equally 

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Distilling Task-Specific Knowledge from BERT into Simple Neural Networks



Raphael Tang , Yao Lu , Linqing Liu , Lili Mou , Olga Vechtomova , Jimmy Lin

* 8 pages, 2 figures; first three authors contributed equally 

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