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08/20/2023
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory
Multi-turn textual feedback-based fashion image retrieval focuses on a r...
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04/11/2023
MoMo: A shared encoder Model for text, image and multi-Modal representations
We propose a self-supervised shared encoder model that achieves strong r...
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06/15/2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
We present results from a large-scale experiment on pretraining encoders...
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09/04/2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models
The task of learning from only a few examples (called a few-shot setting...
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09/04/2021
Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models
Large-scale conversational assistants like Alexa, Siri, Cortana and Goog...
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05/12/2020
Simultaneous paraphrasing and translation by fine-tuning Transformer models
This paper describes the third place submission to the shared task on si...
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06/09/2019