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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

APE through Neural and Statistical MT with Augmented Data. ADAPT/DCU Submission to the WMT 2019 APE Shared Task ACL 2019
Baidu Neural Machine Translation Systems for WMT19 ACL 2019
Segmentation for Domain Adaptation in Arabic ACL 2019
Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019
Learning to Augment with Feature Side-information ACML 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL 2019
DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation MIDL 2019
Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019
Improving ASR Systems for Children with Autism and Language Impairment Using Domain-Focused DNN Transfer Techniques INTERSPEECH 2019
Exploiting Monolingual Speech Corpora for Code-Mixed Speech Recognition INTERSPEECH 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition INTERSPEECH 2019
Audio Tagging with Compact Feedforward Sequential Memory Network and Audio-to-Audio Ratio Based Data Augmentation INTERSPEECH 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition INTERSPEECH 2019
The NEC-TT 2018 Speaker Verification System INTERSPEECH 2019
Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System INTERSPEECH 2019
Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations ACL 2019
Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
Unsupervised Paraphrasing without Translation ACL 2019
Generalized Data Augmentation for Low-Resource Translation ACL 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019
Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation INTERSPEECH 2019
The 2018 NIST Speaker Recognition Evaluation INTERSPEECH 2019
Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019