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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

Discriminative Sample Generation for Deep Imbalanced Learning IJCAI 2019
Learning Sound Events from Webly Labeled Data IJCAI 2019
AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation IJCAI 2019
A Deep Generative Model for Code Switched Text IJCAI 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages IJCNLP 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction IJCNLP 2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks IJCNLP 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information IJCNLP 2019
Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019
The Myth of Double-Blind Review Revisited: ACL vs. EMNLP IJCNLP 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content IJCNLP 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange IJCNLP 2019
Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials IJCNLP 2019
Concept Pointer Network for Abstractive Summarization IJCNLP 2019
Domain Adaptive Text Style Transfer IJCNLP 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing IJCNLP 2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs IJCNLP 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data IJCNLP 2019
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization IJCNLP 2019
Abstract Text Summarization: A Low Resource Challenge IJCNLP 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks IJCNLP 2019
Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network INTERSPEECH 2019
Data Augmentation Using GANs for Speech Emotion Recognition INTERSPEECH 2019
Towards an Annotation Scheme for Complex Laughter in Speech Corpora INTERSPEECH 2019