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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

TINA: Textual Inference with Negation Augmentation EMNLP 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
Data Augmentation for Low-Resource Quechua ASR Improvement INTERSPEECH 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations NIPS 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition NAACL 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022
Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language SEMEVAL 2022
Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022
Equivariance versus Augmentation for Spherical Images ICML 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SEMEVAL 2022
Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task EMNLP 2022
Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022
VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition INTERSPEECH 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation INTERSPEECH 2022
TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022
NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains AACL 2022
Adversarial Text Normalization NAACL 2022
Normalization of code-switched text for speech synthesis INTERSPEECH 2022
An Automatic Soundtracking System for Text-to-Speech Audiobooks INTERSPEECH 2022
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning IJCAI 2022