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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING 2020
Investigating Societal Biases in a Poetry Composition System COLING 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model COLING 2020
Chinese Grammatical Error Correction Based on Hybrid Models with Data Augmentation AACL 2020
Using Multiple Subwords to Improve English-Esperanto Automated Literary Translation Quality AACL 2020
Data Augmentation using Pre-trained Transformer Models AACL 2020
Generating Inflectional Errors for Grammatical Error Correction in Hindi AACL 2020
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation AACL 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020
Improving NMT via Filtered Back Translation AACL 2020
A Low Latency ASR-Free End to End Spoken Language Understanding System INTERSPEECH 2020
Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music INTERSPEECH 2020
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. MIDL 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms INTERSPEECH 2020
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020
Voice Conversion Based Data Augmentation to Improve Children’s Speech Recognition in Limited Data Scenario INTERSPEECH 2020
PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020
Arabic dialect identification: An Arabic-BERT model with data augmentation and ensembling strategy COLING 2020
Leveraging BERT with Mixup for Sentence Classification (Student Abstract) AAAI 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow CVPR 2020
A U-Net Based Discriminator for Generative Adversarial Networks CVPR 2020
Exploring Transformers for Large-Scale Speech Recognition INTERSPEECH 2020
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network INTERSPEECH 2020
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors ACL 2020
BLCU-NLP at SemEval-2020 Task 5: Data Augmentation for Efficient Counterfactual Detecting SEMEVAL 2020