CinePile 2.0 – making stronger datasets with adversarial refinement
In this blog post we share the journey of releasing CinePile 2.0, a significantly improved version of our long video QA dataset. The improvements in the new dataset rely on a new approach that we coined adversarial dataset refinement.
We’re excited to share both CinePile 2.0 and our adversarial refinement method implementation, which we believe can strengthen many existing datasets and directly be part of future dataset creation pipelines.
If you are mainly interested in the adversarial refinement method, you can jump directly to the Adversarial