| 2012 | DIAGRAMS | Automatically Recognizing Intended Messages in Grouped Bar Charts. | Richard Burns, Sandra Carberry, Stephanie Elzer, Daniel Chester |
| 2010 | AAAI | Visual and Spatial Factors in a Bayesian Reasoning Framework for the Recognition of Intended Messages in Grouped Bar Charts. | Richard Burns, Sandra Carberry, Stephanie Elzer |
| 2010 | ASSETS | Interactive SIGHT demo: textual summaries of simple bar charts. | Seniz Demir, David Oliver, Edward Schwartz, Stephanie Elzer, Sandra Carberry, Kathleen F. McCoy |
| 2010 | DIAGRAMS | Recognizing the Intended Message of Line Graphs. | Peng Wu, Sandra Carberry, Stephanie Elzer, Daniel Chester |
| 2008 | DIAGRAMS | Estimating Effort for Trend Messages in Grouped Bar Charts. | Richard Burns, Stephanie Elzer, Sandra Carberry |
| 2008 | ISMIS | Decision Tree Induction for Identifying Trends in Line Graphs. | Peng Wu, Sandra Carberry, Daniel Chester, Stephanie Elzer |
| 2007 | WEBIST | A Browser Extension for Providing Visually Impaired Users Access to the Content of Bar Charts on the Web. | Stephanie Elzer, Edward Schwartz, Sandra Carberry, Daniel Chester, Seniz Demir, Peng Wu |
| 2006 | DIAGRAMS | Communicative Signals as the Key to Automated Understanding of Simple Bar Charts. | Stephanie Elzer, Sandra Carberry, Seniz Demir |
| 2006 | SIGIR | Information graphics: an untapped resource for digital libraries. | Sandra Carberry, Stephanie Elzer, Seniz Demir |
| 2005 | ACL | Exploring and Exploiting the Limited Utility of Captions in Recognizing Intention in Information Graphics. | Stephanie Elzer, Sandra Carberry, Daniel Chester, Seniz Demir, Nancy L. Green, Ingrid Zukerman, Keith Trnka |
| 2005 | IJCAI | A Probabilistic Framework for Recognizing Intention in Information Graphics. | Stephanie Elzer, Sandra Carberry, Ingrid Zukerman, Daniel Chester, Nancy L. Green, Seniz Demir |
| 2005 | ISMIS | Getting Computers to See Information Graphics So Users Do Not Have to. | Daniel Chester, Stephanie Elzer |
| 2004 | DIAGRAMS | Incorporating Perceptual Task Effort into the Recognition of Intention in Information Graphics. | Stephanie Elzer, Nancy L. Green, Sandra Carberry, James Hoffman |
| 2003 | SIGdial | Understanding Information Graphics: A Discourse-Level Problem. | Sandra Carberry, Stephanie Elzer, Nancy L. Green, Kathleen F. McCoy, Daniel Chester |