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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Cross-Lingual Data Augmentation For Thai Question-Answering EMNLP 2023
Summarization-based Data Augmentation for Document Classification EMNLP 2023
TJUNLP:System Description for the WMT23 Literary Task in Chinese to English Translation Direction EMNLP 2023
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations INTERSPEECH 2023
Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ACL 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Towards Better Hierarchical Text Classification with Data Generation ACL 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023
Learning towards Selective Data Augmentation for Dialogue Generation AAAI 2023
LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation AAAI 2023
Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture AAAI 2023
SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Human Transcription Quality Improvement INTERSPEECH 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation NIPS 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods ACL 2023
Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns EACL 2023
Generation-Based Data Augmentation for Offensive Language Detection: Is It Worth It? EACL 2023