Data Augmentation

Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022 Cross-lingual Inflection as a Data Augmentation Method for Parsing ACL 2022 Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation Interspeech 2022 CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 SemEval 2022 CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification NeurIPS 2022 CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022 CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition Interspeech 2022 Cyclic test time augmentation with entropy weight method UAI 2022 DART: Articulated Hand Model with Diverse Accessories and Rich Textures NeurIPS 2022 Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Data Augmentation as Feature Manipulation ICML 2022 Data Augmentation for Biomedical Factoid Question Answering ACL 2022 Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NeurIPS 2022 Data Augmentation for Dementia Detection in Spoken Language. Interspeech 2022 Data augmentation for efficient learning from parametric experts NeurIPS 2022 Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees Interspeech 2022 Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022 Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions COLING 2022 Data Augmentation for Inline Tag-Aware Neural Machine Translation EMNLP 2022 Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022 Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022 Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022 Data Augmentation for Low-Resource Quechua ASR Improvement Interspeech 2022 Data Augmentation for Manipulation RSS 2022 Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022