Visualizing Topic Models. - Allison June-Barlow Chaney; David M. Blei (ICWSM, 2012)

A large-scale exploration of group viewing patterns. - Allison June-Barlow Chaney; Mike Gartrell; Jake M. Hofman; John Guiver; Noam Koenigstein; Pushmeet Kohli; Ulrich Paquet (TVX, 2014)

A Probabilistic Model for Using Social Networks in Personalized Item Recommendation. - Allison June-Barlow Chaney; David M. Blei; Tina Eliassi-Rad (RecSys, 2015)

Detecting and Characterizing Events. - Allison June-Barlow Chaney; Hanna M. Wallach; Matthew Connelly; David M. Blei (EMNLP, 2016)

Computational Methods for Exploring Human Behavior - Allison June-Barlow Chaney (2016)

How algorithmic confounding in recommendation systems increases homogeneity and decreases utility. - Allison June-Barlow Chaney; Brandon M. Stewart; Barbara E. Engelhardt (RecSys, 2018)

Nonparametric Deconvolution Models. - Allison June-Barlow Chaney; Archit Verma; Young-Suk Lee; Barbara E. Engelhardt (CoRR, 2020)