Search Results for author: Jasdeep Singh

Found 6 papers, 3 papers with code

BERT is Not an Interlingua and the Bias of Tokenization

1 code implementation WS 2019 Jasdeep Singh, Bryan McCann, Richard Socher, Caiming Xiong

Multilingual transfer learning can benefit both high- and low-resource languages, but the source of these improvements is not well understood.

Clustering Transfer Learning

XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering

no code implementations ICLR 2020 Jasdeep Singh, Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, Richard Socher

XLDA is in contrast to, and performs markedly better than, a more naive approach that aggregates examples in various languages in a way that each example is solely in one language.

Cross-Lingual Natural Language Inference Data Augmentation +3

Rethinking Radiology: An Analysis of Different Approaches to BraTS

no code implementations6 Jun 2018 William Bakst, Linus Meyer-Teruel, Jasdeep Singh

This paper discusses the deep learning architectures currently used for pixel-wise segmentation of primary and secondary glioblastomas and low-grade gliomas.

Attention on Attention: Architectures for Visual Question Answering (VQA)

3 code implementations21 Mar 2018 Jasdeep Singh, Vincent Ying, Alex Nutkiewicz

Visual Question Answering (VQA) is an increasingly popular topic in deep learning research, requiring coordination of natural language processing and computer vision modules into a single architecture.

Question Answering Visual Question Answering

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