| 2022 | SIGCSE | Feedback in Context: Using a Code Review Tool for Program Grading. | Mary Elaine Califf, Nick Dunne |
| 2008 | SIGCSE | Helping him see: guiding a visually impaired student through the computer science curriculum. | Mary Elaine Califf, Mary Goodwin, Jake Brownell |
| 2005 | ICML | Evaluating machine learning for information extraction. | Neil Ireson, Fabio Ciravegna, Mary Elaine Califf, Dayne Freitag, Nicholas Kushmerick, Alberto Lavelli |
| 2005 | SIGCSE | Effective incorporation of ethics into courses that focus on programming. | Mary Elaine Califf, Mary Goodwin |
| 2004 | LREC | A Critical Survey of the Methodology for IE Evaluation. | Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick, Lorenza Romano |
| 2002 | ILP | Efficient and Effective Induction of First Order Decision Lists. | Mary Elaine Califf |
| 2002 | SIGCSE | Testing skills and knowledge: introducing a laboratory exam in CS1. | Mary Elaine Califf, Mary Goodwin |
| 1999 | AAAI | Relational Learning of Pattern-Match Rules for Information Extraction. | Mary Elaine Califf, Raymond J. Mooney |
| 1999 | ICML | Active Learning for Natural Language Parsing and Information Extraction. | Cynthia A. Thompson, Mary Elaine Califf, Raymond J. Mooney |
| 1997 | CoNLL | Relational Learning of Pattern-Match Rules for Information Extraction. | Mary Elaine Califf, Raymond J. Mooney |
| 1995 | IJCAI | Learning the past tense of English verbs using inductive logic programming. | Raymond J. Mooney, Mary Elaine Califf |