In addition to the paired data, we crawl 776k questions from Zhihu, a Chinese community QA website featured by high-quality Algorithm 1 Learning a generation model with paired and unpaired data.
we have to face the data sparsity problem, as long as we attempt to create a generation model with constraints on responses.