← Keywords

data augmentation

3037 papers

Explore in graph

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

Reinforcement Learning with Augmented Data NIPS 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization NIPS 2020
Deep Subspace Clustering with Data Augmentation NIPS 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020
Meta-Learning Requires Meta-Augmentation NIPS 2020
The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task EMNLP 2020
Reducing Unintended Identity Bias in Russian Hate Speech Detection EMNLP 2020
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension EMNLP 2020
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation INTERSPEECH 2020
Training Keyword Spotting Models on Non-IID Data with Federated Learning INTERSPEECH 2020
Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020
Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures EMNLP 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
State Sequence Pooling Training of Acoustic Models for Keyword Spotting INTERSPEECH 2020
Non-Parallel Voice Conversion with Fewer Labeled Data by Conditional Generative Adversarial Networks INTERSPEECH 2020
FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020
Fortifying Toxic Speech Detectors Against Veiled Toxicity EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer COLING 2020
PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes AAAI 2020