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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC EMNLP 2022
Task-driven augmented data evaluation EMNLP 2022
CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model EMNLP 2022
NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic EMNLP 2022
Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts EMNLP 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data AAAI 2022
Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022
Example or Prototype? Learning Concept-Based Explanations in Time-Series ACML 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022
Towards Better Characterization of Paraphrases ACL 2022
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning ACL 2022
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks ACL 2022
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users ACL 2022
Correlation Field for Boosting 3D Object Detection in Structured Scenes AAAI 2022
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report EMNLP 2022
DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022
Conditional Generative Model Based Predicate-Aware Query Approximation AAAI 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis INTERSPEECH 2022
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection INTERSPEECH 2022
End-to-end Mispronunciation Detection with Simulated Error Distance INTERSPEECH 2022
SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy INTERSPEECH 2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation AACL 2022