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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

Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation WACV 2020
SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition INTERSPEECH 2020
Meta Ensemble for Japanese-Chinese Neural Machine Translation: Kyoto-U+ECNU Participation to WAT 2020 AACL 2020
How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020
CN-HIT-MI.T at SemEval-2020 Task 8: Memotion Analysis Based on BERT SEMEVAL 2020
WUY at SemEval-2020 Task 7: Combining BERT and Naive Bayes-SVM for Humor Assessment in Edited News Headlines SEMEVAL 2020
Semantic Mask for Transformer Based End-to-End Speech Recognition INTERSPEECH 2020
Korean-to-Japanese Neural Machine Translation System using Hanja Information AACL 2020
End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020 ACL 2020
Conditional Response Augmentation for Dialogue Using Knowledge Distillation INTERSPEECH 2020
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers SEMEVAL 2020
GAN-Based Data Generation for Speech Emotion Recognition INTERSPEECH 2020
The ADAPT Centre’s Neural MT Systems for the WAT 2020 Document-Level Translation Task AACL 2020
TMU Japanese-English Multimodal Machine Translation System for WAT 2020 AACL 2020
Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions INTERSPEECH 2020
Bayesian Adversarial Human Motion Synthesis CVPR 2020
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French, English - Vietnamese AACL 2020
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020
Whisper Augmented End-to-End/Hybrid Speech Recognition System — CycleGAN Approach INTERSPEECH 2020
Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation COLING 2020
Improving Spoken Language Understanding by Wisdom of Crowds COLING 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020
Unifying Input and Output Smoothing in Neural Machine Translation COLING 2020
Domain Transfer based Data Augmentation for Neural Query Translation COLING 2020
AraBench: Benchmarking Dialectal Arabic-English Machine Translation COLING 2020