5 stories tagged Datasets
Researchers propose TAKE (Trajectory-Aware Knowledge Estimation), a text dataset distillation framework that reduces corpora to as little as 0.1% of their original size while preserving downstream task fidelity, using influence functions to select the most valuable samples.
NVIDIA has released a massive open-source dataset designed to train AI agents. This data could accelerate the development of more capable AI assistants for everyday tasks.
Wirestock, once a stock media platform, now supplies AI labs with diverse datasets. This $23M funding round will help them expand their data collection efforts.
Researchers have developed a way to create search-focused summaries from datasets that weren't originally designed for this purpose. This could make it easier to find key information in long documents without needing specialized data.
Researchers introduce BioGraphletQA, a new biomedical QA dataset with 119,856 pairs. The framework uses Knowledge Graph subgraphs to ensure factual grounding and control complexity.