Publications

Books


Journal Publications and Book Chapters


Conference and Workshop Papers

  •  William R. Foland and James H. Martin, “CU-NLP at SemEval-2016 Task 8: AMR Parsing Using LSTM-based Recurrent Neural Networks”, in Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, California, 2016.
  • Franco Salvetti, John B. Lowe, and James H. Martin, “A Tangled Web: The Faint Signals of Deception in Text - Boulder Lies and Truth Corpus”, in Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portoroz, Slovenia, 2016.    
  • William R. Foland and James H. Martin, “Dependency-based semantic role labeling using convolutional neural networks”, in Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, Denver, Colorado, 2015.    
  • Soheil Danesh, Tamara Sumner, James H. Martin, “SGRank: Combining Statistical and Graphical Methods to Improve the State of the Art in Unsupervised Keyphrase Extraction”, in Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, Denver, Colorado, 2015.
  • William J Corvey, Sudha Verma, Sarah Vieweg, Martha Palmer, James H Martin, “Foundations of a Multilayer Annotation Framework for Twitter Communications During Crisis Events”, in Proceedings of the International Conference on Language Resources and Evaluation (LREC), Istanbul, Turkey, 2012.
  • Gloria Mark, Mossaab Bagdouri, Leysia Palen, James Martin, Ban Al-Ani, Kenneth Anderson, “Blogs as a Collective War Diary”, in Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work (CSCW),  Seattle, Washington, 2012.
  • Steven Bethard, Ifeyinwa Okoye, Md Arafat Sultan, Haojie Hang, James H Martin, Tamara Sumner, “Identifying science concepts and student misconceptions in an interactive essay writing tutor”, in Proceedings of the 7th Workshop on Innovative Use of NLP for Building Educational Applications,  Montreal, Canada, 2012.
  • Brian Cairns, Rodney Nielsen, James Masanz, James H. Martin, Martha Palmer, Wayne Ward, and Guergana Savova, “The MiPACQ Clinical Question Answering System”, in Proceedings of the American Medical Informatics Association (AMIA), Washington, DC, 2011. 
  • William Corvey, James H. Martin, Sarah Vieweg, Sudha Verma, Aaron Schram, Martha Palmer, Kenneth M Anderson and Leysia Palen, “NLP to the Rescue?: Extracting Situational Awareness Tweets During Mass Emergency”, in Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media (ICWSM 2011), Barcelona, 2011. 
  • Heather Leary, Mimi Recker, Andrew Walker, Philipp Wetzler, Tamara Sumner, James H. Martin, “Automating Open Educational Resources Assessments: A Machine Learning Generalization Study”, in Proceedings of the Joint ACM/IEEE Conference on Digital Libraries (JCDL-2011), Ottawa, CA, 2011.
  • Mimi Recker, Heather Leary, Andrew Walker, Anne Diekema, Philipp Wetzler, Tamara Sumner, and James H. Martin, “Modeling Teacher Ratings of Online Resources: A Human-Machine Approach to Quality”, Proceedings of the American Educational Research Association (AERA 2011), New Orleans, LA, 2011.
  • Rodney D. Nielsen, James Masanz, Philip V. Ogren, Wayne Ward, James H. Martin, Guergana K. Savova. “An Architecture for Complex Clinical Question Answering.” In Proceedings of the First Annual ACM International Health Informatics Symposium (IHI 2010), 2010.
  • Leysia Palen, Ken Anderson, Gloria Mark, James H. Martin, Douglas Sicker, Martha Palmer, Dirk Grunwald. “A Vision for Technology-Mediated Support for Public Participation & Assistance in Mass Emergencies & Disasters.” In Proceedings of the Association of Computing Machinery and British Computing Society’s 2010 Conference on Visions of Computer Science.  Edinburgh, Scotland, 2010. 
  • Steven Bethard, Soumya Ghosh, James H. Martin, Tamara Sumner, “Topic Model Methods for Automatically Identifying Out-of-Scope Resources.” In Proceedings of the 9th ACM/IEEE-CS Joint Conference on Digital Libraries, pages 19-28, Austin, TX, USA, 2009.
  • Steven Bethard, Philipp Wetzler, Kirsten Butcher, James H. Martin, Tamara Sumner, “Automatically Characterizing Resource Quality for Educational Digital Libraries”. In Proceedings of the 9th ACM/IEEE-CS Joint Conference on Digital Libraries, pages 221-230, Austin, TX, USA, 2009. Winner: Vannevar Bush BEST PAPER Award.
  • Philipp Wetzler, Steven Bethard, Kirsten Butcher, James H. Martin, Tamara Sumner, “Automatically Assessing Resource Quality for Educational Digital Libraries”, In Proceedings of the 3rd workshop on Information Credibility on the Web, pages 3-10, Madrid, Spain, 2009.
  • Guergana Savova, Steven Bethard, Will Styler, James H. Martin, Martha Palmer, James Masanz, and Wayne Ward, “Towards Temporal Relation Discovery from the Clinical Narrative”. In Proceedings of the American Medical Informatics Association, (AMIA 2009), San Francisco, CA, 2009.
  • Steven Bethard, Vicky Tzuyin Lai, and James H. Martin. “Topic model analysis of metaphor frequency for psycholinguistic stimuli”. In Proceedings of the NAACL Workshop on Computational Approaches to Linguistic Creativity, Boulder, CO, 2009.
  • Rodney D. Nielsen, Wayne Ward and James H. Martin, “Automatic Generation of Fine-grained Representations of Learner Response Semantics”, in Proceedings of the Ninth International Conference on Intelligent Tutoring Systems, (ITS 2008), 173-183, ,2008.
  • Sebastian de la Chica, Faisal Ahmad, James H. Martin and Tamara Sumner, “Pedagogically Useful Extractive Summaries for Science Education, in Proceedings of the 22nd Meeting of the International Committee for Computational Linguistics (COLING 2008), Manchester, UK, 2008.
  • Sebastian de la Chica, Faisal Ahmad, James H. Martin and Tamara Sumner, “Extractive Summaries for Educational Science Content”, in Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL): Human Language Technologies (HLT), 2008.
  • Rodney D. Nielsen, Wayne Ward, James H. Martin and Martha Palmer, “Extracting a Representation from Text for Semantic Analysis”, in Proceedings of the Annual Meeting of the Association for Computational Linguistics: Human Language Technologies Conference, 241-244, 2008.
  • Steven Bethard and James H. Martin, “Learning Semantic Links from a Corpus of Parallel Temporal and Causal Relations. In Proceedings of the Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT), 2008.
  • Steven Bethard, William Corvey, Sara Klingenstein, and James H. Martin, “Building a Corpus of Temporal-Causal Structure”. In Proceedings of the 6th Language Resources and Evaluation Conference (LREC), 2008.
  • Rodney D. Nielsen, Wayne Ward and James H. Martin, “Classification Errors in a Domain-Independent Assessment System”, in Proceedings of the Third Workshop on Innovative Use of Natural Language Processing for Building Educational Applications, at the Forty-Sixth annual meeting of the Association for Computational Linguistics, pp 10-18, 2008.
  • Rodney D. Nielsen, Wayne Ward, James H. Martin and Martha Palmer, “Annotating Students' Understanding of Science Concepts, in Proceedings of the Sixth International Language Resources and Evaluation Conference, (LREC'08),  2008.
  • Rodney D. Nielsen, Wayne Ward and James H. Martin, “Learning to Assess Low-Level Conceptual Understanding”, in Proceedings of the Twenty-First International Artificial Intelligence Researchers Society Conference, (FLAIRS-08), pp 427-432, Coconut Grove, Florida, May 15-17, 2008.
  • Steven Bethard, James H. Martin and Sara Klingenstein. Timelines from Text: Identifcation of Syntactic Temporal Relations. In Proceedings of the First IEEE International Conference on Semantic Computing, Irvine, 8 pagtes, 2007.
  • Ying Chen and James H. Martin, “CU-COMSEM: Exploring Rich Features for Unsupervised Web Personal Name Disambiguation”, in Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval-2007), Prague, 4 pages, 2007.
  • Steven Bethard and James H. Martin, CU-TMP: Temporal Relation Classification Using Syntactic and Semantic Features.  In Proceedings of 4th International Workshop on Semantic Evaluations (SemEval-2007), Prague, 4 pages, 2007 (acc rate: 27%).
  • Ying Chen and James H. Martin, “Towards Robust Unsupervised Personal Name Disambiguation”, in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP-07), Prague, 8 pages, 2007.
  • Faisal Ahmad, Sebastian de la Chica, Kirsten Butcher, Tamara Sumner and James H. Martin, “Towards Automatic Conceptual Personalization Tools”, in Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2007),  10 pages,  2007.
  • Sameer Pradhan, Wayne Ward and James H. Martin, Towards Robust Semantic Role Labeling in Proceedings of North American Association for Computational Linguistics (NAACL-2007), Rochester, NY, 2007.
  • Faisal Ahmad, Sebastian de al Chica, Kirsten Butcher, Tamara Sumner and James H. Martin, Towards Automatic Conceptual Personalization Tools, in Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL-2007), 2007.
  • Ying Chen and James H. Martin, CU-COMSEM: Exploring Rich Features for Unsupervised Web Personal Name Disambiguation", in Proceedings of the 4th International Workshop on Semantic Evaluations (SEMEVAL-2007), Prague, 2007.
  • Steven Bethard and James H. Martin, Temporal Relation Classification Using Syntactic and Semantic Features", in Proceedings of the 4th International Workshop on Semantic Evaluations (SEMEVAL-2007), Prague, 2007.
  • Ying Chen and James H. Martin, Towards Robust Unsupervised Personal Name Disambiguation", in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP-2007), Prague, 2007.
  • Steven Bethard, James H. Martin and Sara Klingenstein, Timelines from Text: Identification of Syntactic Temporal Relations" in Proceedings of the First IEEE Conference on Semantic Computing, Irvine, CA, 2007.
  • Steven Bethard, Rodney Nielsen, Wayne Ward, Martha Palmer, and James H. Martin, "Semantic Integration in Learning from Text" in Papers from the AAAI Spring Symposium on Machine Reading, 2007.
  • Steven Bethard and James H. Martin, "Identification of Event Mentions and their Semantic Class" in Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing", Sydney, Australia, 2006.
  • Rodney Nielsen, Wayne Ward, and James H. Martin, "Towards Dependency Path-Based Entailment" in Proceedings of the Second PASCAL Challenges Workshop on Recognizing Textual Entailment, Venice, Italy, 2006.
  • Sebastian de la Chica, Faisal Ahmad, James H. Martin and Tamara Sumner, "Supporting Science Understanding through a Customized Learning Service for Concept Knowledge" in the Proceedings of the ECAI Workshop on Language-Enabled Educational Technology, Trentino, Italy, 2006.
  • Sameer Pradhan, Wayne Ward, Kadri Hacioglu, James H. Martin, and Daniel Jurafsky, "Semantic Role Labeling Using Different Syntactic Views", in Proceedings of the Association for Computational Linguistics 43rd annual meeting (ACL-2005), Ann Arbor, MI, 2005.
  • Sameer Pradhan, Kadri Hacioglu, Wayne Ward, James H. Martin, and Daniel Jurafsky, "Semantic Role Chunking Combining Complementary Syntactic Views", in Proceedings of the 9th Conference on Natural Language Learning (CONNL 2005), Ann Arbor, MI, 2005.
  • Sameer Pradhan, Honglin Sun, Wayne Ward, James H. Martin, and Daniel Jurafsky, "Parsing Arguments of Nominalizations in English and Chinese", in the Proceedings of the Human Language Technology/North American Association for Computational Linguistics (HLT/NAACL-2004), Boston, 2004.
  • Sameer Pradhan, Wayne Ward, Kadri Hacioglu, James H. Martin , and Daniel Jurafsky, "Shallow Semantic Parsing Using Support Vector Machines", In the Proceedings of the Human Language Technology/North American Association for Computational Linguistics (HLT/NAACL-2004), Boston, 2004.
  • Kadri Hacioglu, Sameer Pradhan, Wayne Ward, James H. Martin and Daniel Jurafsky, "Semantic Role Labeling by Tagging Syntactic Chunks", in the Proceedings of the Eighth Conference on Natural Language Learning (CoNLL-2004), Boston, 2004.
  • Sameer Pradhan, Kadri Hacioglu, Wayne Ward, James H. Martin and Daniel Jurafsky, "Semantic Role Parsing: Adding Semantic Structure to Unstructured Text", in Proceedings of the IEEE International Conference on Data Mining, 2003.
  • Sameer Pradhan, Valerie Krugler, Wayne Ward, Daniel Jurafsky, James H. Martin, Kathy McKeown, and Vasilis Hatzivassiloglou, "Using Semantic Representations in Question Answering", in the Proceedings of the International Conference on Natural Language Processing (ICON), Bombay, 2002.
  • Sameer Pradhan, Illouz, G., Blair-Goldensohn, S., Schlaikjer, A., Krugler, V., Filatova, E., Duboue, P., Yu, H., Passonneau, R., Bethard, S., Hatzivassiloglou, V., Ward, W., Jurafsky, D., McKeown, K., Martin, J., "Building a Foundation System for Producing Short Answers to Factual Questions", In the Proceedings of Text REtrieval Conference (TREC), Gaithersburg, MD, 2002.
  • Elizabeth R. Jessup and James H. Martin, "Applications of Orthogonal Decomposition in Information Retrieval", in the Proceedings of the Seventh SIAM Conference on Applied Linear Algebra, 2000, (also appeared in Proceedings of Computational Information Retrieval, 2000).
  • Carlos Maltzahn, Kathy Richardson, Dirk Grunwald, and James H. Martin, "On Bandwidth Smoothing", in the  Proceedings of the 4th International Web Caching Workshop, San Diego, CA, 1999.
  • Michael P. Jones and James H. Martin, " Contextual Spelling Correction using Latent Semantic Analysis ," in the Proceedings of the 5th Conference on Applied Natural Language Processing, Washington, DC, 1997.
  • Sergei Rodionov and James H. Martin, "CESNA: A Climatic Expert System for the North Atlantic", in the Proceedings of the 12th International Conference on IIPS, Atlanta, 1996.
  • Sergei Rodionov and James H. Martin, "The Use of an Expert System for the Analysis and Prediction of Climatic Variability on an Interannual Time Scale", in the Proceedings of the Symposium on Global Ocean-Atmosphere-Land System (GOALS), Atlanta, 1996.
  • Sergei Rodionov and James H. Martin, "On Developing a Knowledge-Based Expert System for Short-Term Climatic Prediction", in the Proceedings of the 13th Conference on Probability and Statistics in the Atmospheric Sciences, San Francisco, 1996.
  • Brad Calder, Dirk Grunwald, Donald Lindsay, James H. Martin, Michael Mozer and Benjamin Zorn, "Corpus-Based Static Branch Prediction", in Proceedings of the ACM Programming Language Design and Implementation (PLDI) Conference, 1995.
  • James H. Martin and Karl Winklmann, "AIgorithms: An Integrated Algorithm Analysis, Writing and Artificial Intelligence Course", in Proceedings of the AAAI Fall Symposium on Improving Instruction of Introductory Artificial Intelligence, New Orleans, LA, 1994.
  • Keith Vander Linden, Susanna Cumming and James H. Martin, "Using System Networks to Build Rhetorical Structures", in Proceedings of the Sixth International Workshop on Natural Language Generation, Castel Ivano, Trento, Italy, 1992.
  • James H. Martin, "MetaBank: A Knowledge-Based Approach to Non-Literal Language", in Proceedings of the Workshop on Computational Approaches to Non-Literal Language, IJCAI-91, Sydney, Australia, 1991.
  • Zhi-Hua Long and James H. Martin, "The Role of Conventionality in the Real-Time Processing of Metaphor", in Proceedings of the 13th Annual Conference of the Cognitive Science Society, Chicago, IL, 1991.
  • James H. Martin, "Conventional Metaphor and the Lexicon", in Proceedings of SIGLEX Workshop on Lexical Semantics and Knowledge Representation, Berkeley, CA, 1991.
  • James H. Martin, Dan Fass and Elizabeth Hinkelman (eds), Proceedings of the IJCAI Workshop on Computational Approaches to Non-Literal Language, IJCAI-91, Sydney, Australia, 1991.
  • James H. Martin, "A Unified Approach to Conventional Non-Literal Language", in Proceedings of the Fifth Rocky Mountain Conference on Artificial Intelligence: Pragmatics in Artificial Intelligence, New Mexico State University, Las Cruces, NM, 1990.
  • Carl Block, Megan MacMillan, James H. Martin and David Monarchi, "A Prototype System for Extracting Objects and Relationships from Natural Text", in Proceedings of the 1990 International Conference of ACM-SIGBDP-Trends in Expert Systems, 1990.
  • James H. Martin, "Representing Regularities in the Metaphoric Lexicon", in Proceedings of the 12th International Conference on Computational Linguistics, Budapest, Hungary, 1988.
  • James H. Martin, "Understanding New Metaphors", in Proceedings of the Tenth International Joint Conference on Artificial Intelligence, Milan, Italy, 1987.
  • James H. Martin, "The Acquisition of Polysemy", in Proceedings of the Fourth International Workshop on Machine Learning, Irvine, CA, 1987.
  • James H. Martin, "Views From a Kill", in Proceedings of the Seventh Annual Meeting of the Cognitive Science Society, Amherst, MA, 1986.
  • James H. Martin, "Representing and Acquiring Knowledge about Metaphors", in Proceedings of the Third Workshop on Theoretical Issues in Conceptual Information Processing, Philadelphia, PA, 1986.
  • James H. Martin, "Knowledge Acquisition Through Natural Language Dialog", in Proceedings of the Second Annual Conference on Artificial Intelligence Applications, Miami, FL, 1985.