dataset curation

Den-TP: A Density-Balanced Data Curation and Evaluation Framework for Trajectory Prediction CVPR 2026 Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation WACV 2026 HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026 STAR-1: Safer Alignment of Reasoning LLMs with 1K Data AAAI 2026 “AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa AACL 2025 Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025 HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation CVPR 2025 HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025 LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025 No Language Data Left Behind: A Cross-Cultural Study of CJK Language Datasets in the Hugging Face Ecosystem EMNLP 2025 ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025 Unmasking real-world audio deepfakes: A data-centric approach Interspeech 2025 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NeurIPS 2024 A Taxonomy of Challenges to Curating Fair Datasets NeurIPS 2024 BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NeurIPS 2024 Data Filtering Networks ICLR 2024 DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation NeurIPS 2024 IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024 Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024 RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification MIDL 2024