Data Augmentation

Improving Informally Romanized Language Identification EMNLP 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Influence Functions for Scalable Data Attribution in Diffusion Models ICLR 2025 InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025 Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025 Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification CVPR 2025 Investigating the Effect of Backtranslation for Indic Languages COLING 2025 IRIS-VIS: A New Dataset for Visibility Estimation in an Industrial Environment WACV 2025 Is linguistically-motivated data augmentation worth it? ACL 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 Iterative Counterfactual Data Augmentation AAAI 2025 JPEG Inspired Deep Learning ICLR 2025 Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025 K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025 Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025 KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content CVPR 2025 Label Aggregation for Composite Crowd Tasks by Worker Ability Constraint Satisfaction AAAI 2025 LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation ACL 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025