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Parameter Norm Growth During Training of Transformers

Nov 11, 2020
William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah Smith

* Preprint. 9 body pages with appendix 

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Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Feb 15, 2020
Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah Smith


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Robust Navigation with Language Pretraining and Stochastic Sampling

Sep 05, 2019
Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah Smith, Yejin Choi

* 8 pages, 4 figures, EMNLP 2019 

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Polyglot Semantic Role Labeling

May 29, 2018
Phoebe Mulcaire, Swabha Swayamdipta, Noah Smith

* To appear at ACL 2018 

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Neural Discourse Structure for Text Categorization

May 06, 2017
Yangfeng Ji, Noah Smith

* ACL 2017 camera ready version 

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Sparse Overcomplete Word Vector Representations

Jun 05, 2015
Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, Chris Dyer, Noah Smith

* Proceedings of ACL 2015 

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