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TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval


Apr 18, 2022
Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré

* Accepted to Findings of ACL 2022 

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Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning


Apr 15, 2022
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré


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Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision


Mar 24, 2022
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré


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Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation


Mar 03, 2021
Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré

* To appear in AISTATS 2021 

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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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Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods


Feb 27, 2020
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré


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