| 2014 | DSAA | Active learning for text classification: Using the LSI Subspace Signature Model. | Weizhong Zhu, Robert B. Allen |
| 2009 | HCI | Exploring History with Narrative Timelines. | Robert B. Allen, Sumanth Nalluru |
| 2008 | PAKDD | Analyzing the Propagation of Influence and Concept Evolution in Enterprise Social Networks through Centrality and Latent Semantic Analysis. | Weizhong Zhu, Chaomei Chen, Robert B. Allen |
| 2007 | HCI | A Framework for Text Processing and Supporting Access to Collections of Digitized Historical Newspapers. | Robert B. Allen, Andrea Japzon, Palakorn Achananuparp, Ki Jung Lee |
| 2007 | SIGCSE | Programming-lite: a dialog on educating computer science practitioners in a "flat world". | Robert B. Allen, David Klappholz, Michael R. Wick, Carol Zander |
| 2006 | GRC | Using UMLS-based Re-Weighting Terms as a Query Expansion Strategy. | Weizhong Zhu, Xuheng Xu, Xiaohua Hu, Il-Yeol Song, Robert B. Allen |
| 2005 | DaWaK | Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques. | Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen |
| 2005 | ICCS | Integrating Text Chunking with Mixture Hidden Markov Models for Effective Biomedical Information Extraction. | Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen |
| 2005 | PAKDD | An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain. | Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen |
| 1999 | CIKM | Metadata and Data Structures for the Historical Newspaper Digital Library. | Robert B. Allen, John Schalow |
| 1994 | CHI | Electronic proceedings (Eprocs) for IWANNT'93. | Robert B. Allen |
| 1993 | Group | An interface for navigating clustered document sets returned by queries. | Robert B. Allen, Pascal Obry, Michael L. Littman |
| 1990 | Interspeech | A recurrent neural network for word identification from phoneme sequences. | Robert B. Allen, Candace A. Kamm, S. B. James |
| 1989 | SMC | Developing agent models with a neural reinforcement technique. | Robert B. Allen |