Rakesh Chada | DeepAI

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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...

0 Anwesan Pal, et al. ∙

∙ 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...

0 Rakesh Chada, et al. ∙

∙ 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...

10 Jack FitzGerald, et al. ∙

∙ 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...

0 Rakesh Chada, et al. ∙

∙ 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...

0 Rakesh Chada, et al. ∙

∙ 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...

0 Rakesh Chada, et al. ∙

∙ 06/09/2019

Gendered Pronoun Resolution using BERT and an extractive question answering formulation

The resolution of ambiguous pronouns is a longstanding challenge in Natu...

0 Rakesh Chada, et al. ∙

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