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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Cross-Lingual Data Augmentation For Thai Question-Answering EMNLP 2023
Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text EMNLP 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism ACL 2023
RankAug: Augmented data ranking for text classification EMNLP 2023
nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023
One-Shot Synthesis of Images and Segmentation Masks WACV 2023
Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023
SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023
Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis ACL 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Intra-Source Style Augmentation for Improved Domain Generalization WACV 2023
Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023
Cross-modality Data Augmentation for End-to-End Sign Language Translation EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation ACL 2023
Urban Scene Semantic Segmentation With Low-Cost Coarse Annotation WACV 2023
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification EMNLP 2023
End-to-end Adversarial Sample Generation for Data Augmentation EMNLP 2023
Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023