text augmentation

Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025 BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification SemEval 2025 CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025 How new data permeates LLM knowledge and how to dilute it ICLR 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? NAACL 2025 Machine-generated text detection prevents language model collapse EMNLP 2025 Robust Misinformation Detection by Visiting Potential Commonsense Conflict IJCAI 2025 Transplant Then Regenerate: A New Paradigm for Text Data Augmentation EMNLP 2025 Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation EMNLP 2025 An efficient text augmentation approach for contextualized Mandarin speech recognition Interspeech 2024 AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes EACL 2024 Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024 Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024 Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024 Empowering Large Language Models for Textual Data Augmentation ACL 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024 QueryNER: Segmentation of E-commerce Queries COLING 2024 SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 STAGE: Simple Text Data Augmentation by Graph Exploration COLING 2024 STA: Self-controlled Text Augmentation for Improving Text Classifications COLING 2024