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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023
Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023
Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling EMNLP 2023
nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023
Ushoshi2023 at BLP-2023 Task 2: A Comparison of Traditional to Advanced Linguistic Models to Analyze Sentiment in Bangla Texts EMNLP 2023
Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection EMNLP 2023
RankAug: Augmented data ranking for text classification EMNLP 2023
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