Data Augmentation

AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning SemEval 2020 A little goes a long way: Improving toxic language classification despite data scarcity EMNLP 2020 A Low Latency ASR-Free End to End Spoken Language Understanding System Interspeech 2020 A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation ACL 2020 A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL 2020 A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020 Analogy Models for Neural Word Inflection COLING 2020 Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge Interspeech 2020 An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020 An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution COLING 2020 An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CoNLL 2020 A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020 An exploratory approach to the Parallel Corpus Filtering shared task WMT20 EMNLP 2020 Annotating and quantifying narrative time disruptions in modernist and hypertext fiction ACL 2020 Annotating Temporal Dependency Graphs via Crowdsourcing EMNLP 2020 apricot: Submodular selection for data summarization in Python JMLR 2020 Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs Interspeech 2020 ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition Interspeech 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ACL 2020 Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context ACL 2020 Augmenting Generative Adversarial Networks for Speech Emotion Recognition Interspeech 2020 Augmenting Neural Metaphor Detection with Concreteness ACL 2020 Augmenting NLP models using Latent Feature Interpolations COLING 2020 Augment Your Batch: Improving Generalization Through Instance Repetition CVPR 2020