data augmentation

HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022 HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SemEval 2022 HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 How Tempering Fixes Data Augmentation in Bayesian Neural Networks ICML 2022 Human-Aided Saliency Maps Improve Generalization of Deep Learning WACV 2022 HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques SemEval 2022 Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022 IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity SemEval 2022 Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification AAAI 2022 Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation Interspeech 2022 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing Interspeech 2022 Improved Data Augmentation for Translation Suggestion EMNLP 2022 Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022 Improving Code-switched ASR with Linguistic Information COLING 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation Interspeech 2022 Improving Dialogue Act Recognition with Augmented Data EMNLP 2022 Improving GANs with A Dynamic Discriminator NeurIPS 2022 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022 Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies ACL 2022 Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022 Improving negation detection with negation-focused pre-training NAACL 2022