Data Augmentation

How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020 Identifying Mislabeled Data using the Area Under the Margin Ranking NeurIPS 2020 IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020 Image-Chat: Engaging Grounded Conversations ACL 2020 Image Hashing via Linear Discriminant Learning WACV 2020 Improved Noisy Student Training for Automatic Speech Recognition Interspeech 2020 Improving Auto-Augment via Augmentation-Wise Weight Sharing NeurIPS 2020 Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation Interspeech 2020 Improving Generalization in Reinforcement Learning with Mixture Regularization NeurIPS 2020 Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation COLING 2020 Improving Grammatical Error Correction with Machine Translation Pairs EMNLP 2020 Improving Low Resource Code-Switched ASR Using Augmented Code-Switched TTS Interspeech 2020 Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation COLING 2020 Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection Interspeech 2020 Improving Spoken Language Understanding by Wisdom of Crowds COLING 2020 Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING 2020 iNLTK: Natural Language Toolkit for Indic Languages EMNLP 2020 Investigating Societal Biases in a Poetry Composition System COLING 2020 Investigation of Data Augmentation Techniques for Disordered Speech Recognition Interspeech 2020 Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness EMNLP 2020 KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT SemEval 2020 KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision COLING 2020 Knowledge-Enriched Visual Storytelling AAAI 2020 Language Model Data Augmentation Based on Text Domain Transfer Interspeech 2020 Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels CVPR 2020