Automatic DQD is often approached as a supervised problem with community-generated training labels.
smaller CQA forums may suffer from label sparsity: On Stack Exchange, 50% of forums have fewer than 160 user-labeled duplicates, and 25% have fewer than 50 (see Figure 1).