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Data Augmentation

3622 directly classified papers

Papers per year

Papers

ParaCrawl: Web-Scale Acquisition of Parallel Corpora ACL 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines ACL 2020
Addressing Sample Size Challenges in Linked Data Through Data Fusion MLHC 2020
Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020
Balancing via Generation for Multi-Class Text Classification Improvement EMNLP 2020
Ruler: Data Programming by Demonstration for Document Labeling EMNLP 2020
Advancing Seq2seq with Joint Paraphrase Learning EMNLP 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss NIPS 2019
CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotations EMNLP 2019
An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy INTERSPEECH 2019
Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition INTERSPEECH 2019
Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks INTERSPEECH 2019
Towards an Annotation Scheme for Complex Laughter in Speech Corpora INTERSPEECH 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition INTERSPEECH 2019
Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System INTERSPEECH 2019
Using Alexa for Flashcard-Based Learning INTERSPEECH 2019
Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation INTERSPEECH 2019
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange IJCNLP 2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs IJCNLP 2019
The 2018 NIST Speaker Recognition Evaluation INTERSPEECH 2019
The Myth of Double-Blind Review Revisited: ACL vs. EMNLP IJCNLP 2019
Speech Augmentation via Speaker-Specific Noise in Unseen Environment INTERSPEECH 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content IJCNLP 2019