Why is it important that abstracts are made openly available? In a blog post that we published two years ago together with our colleague Aaron Tay, we discussed numerous ways in which open abstracts can be of great value. This includes scientific literature search, both using traditional query-based search tools and using more advanced text mining and visualization tools.