Extract abstracts from PDF

The anthology currently only shows the abstracts if there is an authoritative version in the XML. It would be nice if we could scrape the PDF using some off-the-shelf software to extract the abstracts and dump them into a different file (to not tamper with handcrafted information). Having an abstract on the web pages makes quickly searching through literature much faster.