Data Augmentation

CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025 CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025 Cap2Aug: Caption Guided Image Data Augmentation WACV 2025 CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth CVPR 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025 CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents EMNLP 2025 ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data ACL 2025 Clarity Amidst Blur: A Deterministic Method for Synthetic Generation of Water Droplets on Camera Lenses WACV 2025 CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025 CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025 CodeGenWrangler: Data Wrangling task automation using Code-Generating Models NAACL 2025 Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging ACL 2025 Collaborative Co-Design Practices for Supporting Synthetic Data Generation in Large Language Models: A Pilot Study EMNLP 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 CompCap: Improving Multimodal Large Language Models with Composite Captions ICCV 2025 CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers AAAI 2025 Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025 Contrastive Learning from Synthetic Audio Doppelgängers ICLR 2025 Controllable Latent Space Augmentation for Digital Pathology ICCV 2025 CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025