| 2015 | NAACL | Effective Feature Integration for Automated Short Answer Scoring. | Keisuke Sakaguchi, Michael Heilman, Nitin Madnani |
| 2014 | ACL | Predicting Grammaticality on an Ordinal Scale. | Michael Heilman, Aoife Cahill, Nitin Madnani, Melissa Lopez, Matthew Mulholland, Joel R. Tetreault |
| 2014 | ACL | Applying Argumentation Schemes for Essay Scoring. | Yi Song, Michael Heilman, Beata Beigman Klebanov, Paul Deane |
| 2012 | NAACL | Identifying High-Level Organizational Elements in Argumentative Discourse. | Nitin Madnani, Michael Heilman, Joel R. Tetreault, Martin Chodorow |
| 2011 | ACL | Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments. | Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, Noah A. Smith |
| 2011 | EMNLP | Predicting a Scientific Community's Response to an Article. | Dani Yogatama, Michael Heilman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, Noah A. Smith |
| 2010 | NAACL | Good Question! Statistical Ranking for Question Generation. | Michael Heilman, Noah A. Smith |
| 2010 | NAACL | Tree Edit Models for Recognizing Textual Entailments, Paraphrases, and Answers to Questions. | Michael Heilman, Noah A. Smith |
| 2010 | NAACL | Rating Computer-Generated Questions with Mechanical Turk. | Michael Heilman, Noah A. Smith |
| 2008 | ITS | Automatically Generating and Validating Reading-Check Questions. | Christine M. Feeney, Michael Heilman |
| 2008 | ITS | Self-assessment in Vocabulary Tutoring. | Michael Heilman, Maxine Esknazi |
| 2008 | ITS | Word Sense Disambiguation for Vocabulary Learning. | Anagha Kulkarni, Michael Heilman, Maxine Esknazi, Jamie Callan |
| 2007 | AIED | Choosing Reading Passages for Vocabulary Learning by Topic to Increase Intrinsic Motivation. | Michael Heilman, Alan Juffs, Maxine Esknazi |
| 2007 | NAACL | Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts. | Michael Heilman, Kevyn Collins-Thompson, Jamie Callan, Maxine Esknazi |
| 2006 | Interspeech | Classroom success of an intelligent tutoring system for lexical practice and reading comprehension. | Michael Heilman, Kevyn Collins-Thompson, Jamie Callan, Maxine Esknazi |
| 2005 | AAAI | Toward Affective Cognitive Robots for Human-Robot Interaction. | Matthias Scheutz, James F. Kramer, Christopher Middendorff, Paul W. Schermerhorn, Michael Heilman, David Anderson, P. Bui |
| 2005 | AIED | MALT - a Multi-lingual Adaptive Language Tutor. | Matthias Scheutz, Michael Heilman, Aaron Wenger, Colleen Ryan-Scheutz |