Short texts have become a kind of prevalent source of information. and discovering topical information from short text collections is valuable for many applications. Due to the length limitation. conventional topic models based on document-level word co-occurrence information often fail to distill semantically coherent topics from short text collections. https://leoners.shop/product-category/promo/