Data Augmentation

What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021 When Does Data Augmentation Help With Membership Inference Attacks? ICML 2021 Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation NeurIPS 2021 Zero-pronoun Data Augmentation for Japanese-to-English Translation ACL 2021 ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning SemEval 2021 A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020 A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 2020 A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL 2020 A critical analysis of self-supervision, or what we can learn from a single image ICLR 2020 ADAPT at SR’20: How Preprocessing and Data Augmentation Help to Improve Surface Realization COLING 2020 A Data-Centric Framework for Composable NLP Workflows EMNLP 2020 A Dataset for Anaphora Analysis in French Emails COLING 2020 Addressing Sample Size Challenges in Linked Data Through Data Fusion MLHC 2020 Advancing Seq2seq with Joint Paraphrase Learning EMNLP 2020 AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020 Adventitious Respiratory Classification Using Attentive Residual Neural Networks Interspeech 2020 Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension EMNLP 2020 Adversarial AutoAugment ICLR 2020 Adversarial Transformations for Semi-Supervised Learning AAAI 2020 Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization CVPR 2020 Affective Event Classification with Discourse-enhanced Self-training EMNLP 2020 A Group-Theoretic Framework for Data Augmentation NeurIPS 2020 A Group-Theoretic Framework for Data Augmentation JMLR 2020 AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks AAAI 2020 A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling Interspeech 2020