Data Augmentation

The THUEE System Description for the IARPA OpenASR21 Challenge Interspeech 2022 TINA: Textual Inference with Negation Augmentation EMNLP 2022 TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers NeurIPS 2022 TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022 Touching a NeRF: Leveraging Neural Radiance Fields for Tactile Sensory Data Generation CoRL 2022 Toward More Meaningful Resources for Lower-resourced Languages ACL 2022 Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms AAAI 2022 Towards Better Characterization of Paraphrases ACL 2022 Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022 Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning IJCAI 2022 Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline COLING 2022 Towards Fair Dataset Distillation for Text Classification EMNLP 2022 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems EMNLP 2022 Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022 Towards Understanding the Data Dependency of Mixup-style Training ICLR 2022 Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models Interspeech 2022 Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping Interspeech 2022 Transformers on Multilingual Clause-Level Morphology EMNLP 2022 Translation Error Detection as Rationale Extraction ACL 2022 TransMix: Attend To Mix for Vision Transformers CVPR 2022 TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL 2022 T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022 TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder Interspeech 2022