Mozhdeh Gheini | DeepAI

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∙ 12/20/2022

Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data

Self-training has been shown to be helpful in addressing data scarcity f...

0 Mozhdeh Gheini, et al. ∙

∙ 10/11/2022

Checks and Strategies for Enabling Code-Switched Machine Translation

Code-switching is a common phenomenon among multilingual speakers, where...

0 Thamme Gowda, et al. ∙

∙ 05/25/2022

Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning

A recent family of techniques, dubbed as lightweight fine-tuning methods...

0 Mozhdeh Gheini, et al. ∙

∙ 04/18/2021

On the Strengths of Cross-Attention in Pretrained Transformers for Machine Translation

We study the power of cross-attention in the Transformer architecture wi...

10 Mozhdeh Gheini, et al. ∙

∙ 09/14/2019

A Universal Parent Model for Low-Resource Neural Machine Translation Transfer

Transfer learning from a high-resource language pair `parent' has been p...

0 Mozhdeh Gheini, et al. ∙

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