Search Results for author: Kyra Yee

Found 5 papers, 4 papers with code

Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

2 code implementations18 May 2021 Kyra Yee, Uthaipon Tantipongpipat, Shubhanshu Mishra

However, we demonstrate that formalized fairness metrics and quantitative analysis on their own are insufficient for capturing the risk of representational harm in automatic cropping.

Fairness Image Cropping

Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling

1 code implementation13 Nov 2020 Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli

Pre-training models on vast quantities of unlabeled data has emerged as an effective approach to improving accuracy on many NLP tasks.

 Ranked #1 on Machine Translation on WMT2016 Romanian-English (using extra training data)

Machine Translation Translation

Simple and Effective Noisy Channel Modeling for Neural Machine Translation

1 code implementation IJCNLP 2019 Kyra Yee, Nathan Ng, Yann N. Dauphin, Michael Auli

Previous work on neural noisy channel modeling relied on latent variable models that incrementally process the source and target sentence.

Latent Variable Models Machine Translation +1

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