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Competency Problems: On Finding and Removing Artifacts in Language Data


Apr 17, 2021
Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah Smith

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Promoting Graph Awareness in Linearized Graph-to-Text Generation


Dec 31, 2020
Alexander Hoyle, Ana Marasović, Noah Smith

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Parameter Norm Growth During Training of Transformers


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

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* 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

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* 8 pages, 4 figures, EMNLP 2019 

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Polyglot Semantic Role Labeling


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

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* To appear at ACL 2018 

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Neural Discourse Structure for Text Categorization


May 06, 2017
Yangfeng Ji, Noah Smith

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* 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

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* Proceedings of ACL 2015 

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