def METHOD_NAME(self, samples):
    """Merge a list of samples to form a mini-batch.
    Args:
        samples (List[dict]): samples to collate
    Returns:
        dict: a mini-batch suitable for forwarding with a Model
    """
    raise NotImplementedError