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Data Augmentation

3622 directly classified papers

Papers per year

Papers

OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity ACL 2025
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025
MEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition ICCV 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
LangEye: Toward ‘Anytime’ Learner-Driven Vocabulary Learning From Real-World Objects ACL 2025
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval ACL 2025
Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram ACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025
TeamHateMate at BLP Task1: Divide and Conquer: A Two-Stage Cascaded Framework with K-Fold Ensembling for Multi-Label Bangla Hate Speech Classification IJCNLP 2025
Explicit Relational Reasoning Network for Scene Text Detection AAAI 2025
Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text IJCNLP 2025
Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025
PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis ICCV 2025
Low-Resource Sign Language Glossing Profits From Data Augmentation IJCNLP 2025
Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection IJCNLP 2025
Generative Data Augmentation for Improving Semantic Classification IJCNLP 2025
“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa IJCNLP 2025
Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction IJCNLP 2025
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025
Heisenberg at BLP-2025 Task 1: Bangla Hate Speech Classification using Pretrained Language Models and Data Augmentation IJCNLP 2025
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025