Reducing Redundant Learning. - Joel D. Martin (ML, 1989)

Focusing Attention for Observational Learning: The Importance of Context. - Joel D. Martin (IJCAI, 1989)

Acquiring knowledge by explaining observed problem solving. - Joel D. Martin; Michael Redmond (SIGART Newsl., 1989)

Variability Bias and Category Learning. - Joel D. Martin; Dorrit Billman (ML, 1991)

DP 1: Supervised and Unsupervised Clustering. - Joel D. Martin (ECML, 1994)

Acquiring and Combining Overlapping Concepts. - Joel D. Martin; Dorrit Billman (Mach. Learn., 1994)

Student assessment using Bayesian nets. - Joel D. Martin; Kurt VanLehn (Int. J. Hum. Comput. Stud., 1995)

Searching for Content-Based Addresses on the World-Wide Web. - Joel D. Martin; Robert Holte (ACM DL, 1998)

Ask Me Tomorrow: The NRC and University of Ottawa Question Answering System. - Joel D. Martin; Chris Lankester (TREC, 1999)

Automated Generic Operating System Installation and Maintenance (JACAL). - Joel D. Martin; Aaron D. Brooks (LISA-NT, 2000)

Extracting Keyphrases from Spoken Audio Documents. - Alain Désilets; Berry de Bruijn; Joel D. Martin (SIGIR Workshop: Information Retrieval Techniques for Speech Applications, 2001)

Getting to the (c)ore of knowledge: mining biomedical literature. - Berry de Bruijn; Joel D. Martin (Int. J. Medical Informatics, 2002)

Haystacks and hypotheses. - Jeffrey Demaine; Joel D. Martin; Berry de Bruijn (ASIST, 2003)

Unsupervised Learning of Morphology for English and Inuktitut. - Howard Johnson; Joel D. Martin (HLT-NAACL, 2003)

Aligning and Using an English-Inuktitut Parallel Corpus. - Joel D. Martin; Howard Johnson; Benoit Farley; Anna Maclachlan (ParallelTexts@NAACL-HLT, 2003)

Finiding Gene Function using LitMiner. - Berry de Bruijn; Joel D. Martin (TREC, 2003)

PreBIND and Textomy - mining the biomedical literature for protein-protein interactions using a support vector machine. - Ian M. Donaldson; Joel D. Martin; Berry de Bruijn; Cheryl Wolting; Vicki Lay; Brigitte Tuekam; Shudong Zhang; Berivan Baskin; Gary D. Bader; Katerina Michalickova; Tony Pawson; Christopher W. V. Hogue (BMC Bioinform., 2003)

PORTAGE: A Phrase-Based Machine Translation System. - Fatiha Sadat; Howard Johnson; Akakpo Agbago; George F. Foster; Roland Kuhn 001; Joel D. Martin; Aaron Tikuisis (ParallelText@ACL, 2005)

Fast and Furious Text Mining. - Joel D. Martin (IEEE Data Eng. Bull., 2005)

Case Report: Identifying Wrist Fracture Patients with High Accuracy by Automatic Categorization of X-ray Reports. - Berry de Bruijn; Ann Cranney; Siobhan O'Donnell; Joel D. Martin; Alan J. Forster (J. Am. Medical Informatics Assoc., 2006)

Improving Translation Quality by Discarding Most of the Phrasetable. - Howard Johnson; Joel D. Martin; George F. Foster; Roland Kuhn 001 (EMNLP-CoNLL, 2007)

Automated Information Extraction of Key Trial Design Elements from Clinical Trial Publications. - Berry de Bruijn; Simona Carini; Svetlana Kiritchenko; Joel D. Martin; Ida Sim (AMIA, 2008)

ExaCT: automatic extraction of clinical trial characteristics from journal publications. - Svetlana Kiritchenko; Berry de Bruijn; Simona Carini; Joel D. Martin; Ida Sim (BMC Medical Informatics Decis. Mak., 2010)

Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010. - Berry de Bruijn; Colin Cherry; Svetlana Kiritchenko; Joel D. Martin; Xiaodan Zhu 001 (J. Am. Medical Informatics Assoc., 2011)

Identifying purpose behind electoral tweets. - Saif M. Mohammad; Svetlana Kiritchenko; Joel D. Martin (WISDOM, 2013)

À la Recherche du Temps Perdu: extracting temporal relations from medical text in the 2012 i2b2 NLP challenge. - Colin Cherry; Xiaodan Zhu 001; Joel D. Martin; Berry de Bruijn (J. Am. Medical Informatics Assoc., 2013)

Detecting concept relations in clinical text: Insights from a state-of-the-art model. - Xiaodan Zhu 001; Colin Cherry; Svetlana Kiritchenko; Joel D. Martin; Berry de Bruijn (J. Biomed. Informatics, 2013)

Semantic Role Labeling of Emotions in Tweets. - Saif M. Mohammad; Xiaodan Zhu 001; Joel D. Martin (WASSA@ACL, 2014)

Sentiment, emotion, purpose, and style in electoral tweets. - Saif M. Mohammad; Xiaodan Zhu 001; Svetlana Kiritchenko; Joel D. Martin (Inf. Process. Manag., 2015)