Data Augmentation

MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SemEval 2022 Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022 MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection CVPR 2022 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022 MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 EMNLP 2022 Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022 Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022 Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022 NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022 NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL 2022 NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic EMNLP 2022 NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification EMNLP 2022 NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains AACL 2022 Noisy Feature Mixup ICLR 2022 Non-Parallel Voice Conversion for ASR Augmentation Interspeech 2022 Normalization of code-switched text for speech synthesis Interspeech 2022 Novel Augmentation Schemes for Device Robust Acoustic Scene Classification Interspeech 2022 N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022 NT5 at WMT 2022 General Translation Task EMNLP 2022 Occlusion-Robust Object Pose Estimation With Holistic Representation WACV 2022 One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ACL 2022 On Mixup Regularization JMLR 2022 On Synthetic Data for Back Translation NAACL 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency ACL 2022