Mayee F. Chen | DeepAI

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Featured Co-authors

Zhao Song
142 publications
Ce Zhang
133 publications
Christopher Ré
125 publications
Jue Wang
107 publications
Benjamin Nachman
40 publications
Frederic Sala
24 publications
Michael Zhang
21 publications
Azalia Mirhoseini
20 publications
Kush Bhatia
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Kayvon Fatahalian
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Sen Wu
16 publications

∙ 07/26/2023

Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models

The quality of training data impacts the performance of pre-trained larg...

0 Mayee F. Chen, et al. ∙

∙ 07/20/2023

Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification

Recent work has shown that language models' (LMs) prompt-based learning ...

0 Neel Guha, et al. ∙

∙ 12/20/2022

Resonant Anomaly Detection with Multiple Reference Datasets

An important class of techniques for resonant anomaly detection in high ...

0 Mayee F. Chen, et al. ∙

∙ 10/05/2022

Ask Me Anything: A simple strategy for prompting language models

Large language models (LLMs) transfer well to new tasks out-of-the-box s...

10 Simran Arora, et al. ∙

∙ 04/18/2022

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

Entity retrieval–retrieving information about entity mentions in a query...

10 Megan Leszczynski, et al. ∙

∙ 04/15/2022

Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning

An ideal learned representation should display transferability and robus...

11 Mayee F. Chen, et al. ∙

∙ 03/24/2022

Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision

Foundation models offer an exciting new paradigm for constructing models...

14 Mayee F. Chen, et al. ∙

∙ 03/03/2021

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

Labeling data for modern machine learning is expensive and time-consumin...

12 Mayee F. Chen, et al. ∙

∙ 06/26/2020

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

Our goal is to enable machine learning systems to be trained interactive...

1 Mayee F. Chen, et al. ∙

∙ 02/27/2020

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

Weak supervision is a popular method for building machine learning model...

6 Daniel Y. Fu, et al. ∙

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