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NECA: Network-Embedded Deep Representation Learning for Categorical Data


May 25, 2022
Xiaonan Gao, Sen Wu, Wenjun Zhou

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Metadata Shaping: Natural Language Annotations for the Tail


Oct 16, 2021
Simran Arora, Sen Wu, Enci Liu, Christopher Re

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Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text


Oct 15, 2021
Maya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré

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* Accepted to Findings of EMNLP 2021 

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Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation


Oct 23, 2020
Laurel Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, Christopher Re

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Sharp Bias-variance Tradeoffs of Hard Parameter Sharing in High-dimensional Linear Regression


Oct 22, 2020
Hongyang R. Zhang, Fan Yang, Sen Wu, Weijie J. Su, Christopher Ré

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* 44 pages, 3 figures 

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Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings


Jun 26, 2020
Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré

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Understanding and Improving Information Transfer in Multi-Task Learning


May 02, 2020
Sen Wu, Hongyang R. Zhang, Christopher Ré

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* Appeared in ICLR 2020 

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On the Generalization Effects of Linear Transformations in Data Augmentation


May 02, 2020
Sen Wu, Hongyang R. Zhang, Gregory Valiant, Christopher Ré

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