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data augmentation

3,121 papers

DA

Papers

Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation ACL 2020 Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020 Semantic Mask for Transformer Based End-to-End Speech Recognition Interspeech 2020 Semi-Supervised Learning with Data Augmentation for End-to-End ASR Interspeech 2020 SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup EMNLP 2020 Sequence-Level Mixed Sample Data Augmentation EMNLP 2020 SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP 2020 SMM4H Shared Task 2020 - A Hybrid Pipeline for Identifying Prescription Drug Abuse from Twitter: Machine Learning, Deep Learning, and Post-Processing COLING 2020 SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition Interspeech 2020 SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations Interspeech 2020 SRPOL’s System for the IWSLT 2020 End-to-End Speech Translation Task ACL 2020 SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020 State Sequence Pooling Training of Acoustic Models for Keyword Spotting Interspeech 2020 Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer IJCAI 2020 Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset ACL 2020 Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms Interspeech 2020 Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL 2020 Synthetic Examples Improve Generalization for Rare Classes WACV 2020 Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020 Tagged Back-translation Revisited: Why Does It Really Work? ACL 2020 Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context AAAI 2020 Team DoNotDistribute at SemEval-2020 Task 11: Features, Finetuning, and Data Augmentation in Neural Models for Propaganda Detection in News Articles SemEval 2020 Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020 Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020