 Finally, for a detailed evaluation we introduce a new manually annotated VideoQA dataset with reduced language biases and high quality annotations.
<meaning-changed>  Finally, for a detailed evaluation we introduce a new manually annotated VideoQA dataset with reduced language biases and high quality annotations.
 Finally, for a detailed evaluation we introduce a new manually annotated VideoQA dataset with reduced language biases and high-quality redundant manual annotations.