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WARP: Word-level Adversarial ReProgramming
Transfer learning from pretrained language models recently became the do...
01/01/2021 ∙ by Karen Hambardzumyan, et al. ∙
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Robust Classification under Class-Dependent Domain Shift
Investigation of machine learning algorithms robust to changes between t...
07/10/2020 ∙ by Tigran Galstyan, et al. ∙
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Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis
The success of deep learning in visual recognition tasks has driven adva...
01/05/2020 ∙ by Mang Tik Chiu, et al. ∙
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Efficient Covariance Estimation from Temporal Data
Estimating the covariance structure of multivariate time series is a fun...
05/30/2019 ∙ by Hrayr Harutyunyan, et al. ∙
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Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks
This paper describes our submission to CoNLL 2018 UD Shared Task. We hav...
09/10/2018 ∙ by Gor Arakelyan, et al. ∙
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Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report
We have tried to reproduce the results of the paper "Natural Language In...
02/09/2018 ∙ by Martin Mirakyan, et al. ∙
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Multitask Learning and Benchmarking with Clinical Time Series Data
Health care is one of the most exciting frontiers in data mining and mac...
03/22/2017 ∙ by Hrayr Harutyunyan, et al. ∙
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