TVSum: Summarizing web videos using titles. - Yale Song; Jordi Vallmitjana; Amanda Stent; Alejandro Jaimes (CVPR, 2015)

To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. - Yale Song; Miriam Redi; Jordi Vallmitjana; Alejandro Jaimes (CIKM, 2016)

Humor in Collective Discourse: Unsupervised Funniness Detection in the New Yorker Cartoon Caption Contest. - Dragomir R. Radev; Amanda Stent; Joel R. Tetreault; Aasish Pappu; Aikaterini Iliakopoulou; Agustin Chanfreau; Paloma de Juan; Jordi Vallmitjana; Alejandro Jaimes; Rahul Jha; Robert Mankoff (LREC, 2016)