Selected Publications

Papers in Refereed Journals:

Adnan Duric and Fei Song. Feature Selection for Sentiment Analysis Based on Content and Syntax Models. Decision Support Systems, 53(4):704-711, 2012.

Fei Song and William Soukoreff. Graphical Interface to a Semantic Medical Information System. International Journal of Foundations of Computing u and Decision Sciences, 22(3), 1997.

Fei Song and Robin Cohen. A Strengthened Algorithm for Temporal Reasoning about Plans. Computational Intelligence: An International Journal, 12(2), 1996.

Robin Cohen, Fei Song, Bruce Spencer, and Peter van Beek. Exploiting Temporal and Novel Information from the User in Plan Recognition. User Modeling and User-Adapted Interaction: An International Journal, 1(2): 125-148, 1991.

Back to top

Papers in Refereed Conference Proceedings:

Xin Li and Fei Song. Keyphrase Extraction and Grouping Using Association Rules. Proceedings of FLAIRS-28 Conference: Special Track on Applied Natural Language Processing, 2015.

Haochen Zhou and Fei Song. Aspect-Level Sentiment Analysis Based on a Generalized Probabilistic Topic and Syntax Model. Proceedings of FLAIRS-28 Conference: Special Track on Applied Natural Language Processing, 2015.

William M. Darling and Fei Song. Syntactic Topic Models for Language Generation. Workshop on Topic Models, Computation, Application, and Evaluation (held together with Neural Information Processing Systems), 2013.

William M. Darling, Michael J. Paul, and Fei Song. Unsupervised Part-of-Speech Tagging in Noisy and Esoteric Domains with a Syntactic-Semantic Bayesian HMM. Proceedings of EACL 2012 Workshop on Semantic Analysis in Social Media, Avignon, France, 2012.

William M. Darling and Fei Song. Pathsum: A Summarization Framework Based on Hierarchical Topics. Proceedings of the Workshop on Text Summarization (held together with Canadian AI Conference), 2011.

Willam M. Darling and Fei Song. Probabilistic Document Modeling for Syntax Removal in Text Summarization. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics and Human Language Technologies, HLT'11, 2011.

Fei Song, William M. Darling, Adnan Duric, and Fred W. Kroon. An Iterative Approach to Text Segmentation. Proceedings of the 33rd European Conference on Advances in Information Retrieval, ECIR'11, 2011.

Joe Vasak and Fei Song. Coverage-Based Methods for Distributed Stopword Selection in Text Segmentation. in Proceedings of the 11th International Conference on Text, Speech, and Dialogue, 2010.

Chris Nicholls and Fei Song. Comparison of Feature Selection Methods for Sentiment Analysis. Proceedings of the 23rd Canadian Conference on Artificial Intelligence, 2010.

Fei Song, Robin Cohen, and Song Lin. Web People Search Based on Locality and Relative Similarity Measures. Second Web People Search Evaluation Workshop (held jointly with WWW 2009 Conference), 2009.

Chris Nicholls and Fei Song. Improving Sentiment Analysis with Part-Of-Speech Weighting. International Conference on Machine Learning and Cybernetics (ICMLC), 2009.

Jihong Cai and Fei Song. Maximum Entropy Modeling with Feature Selection for Text Categorization. In Proceedings of Asia Information Retrieval Symposium, 2008.

Joe Vasak and Fei Song. Word Distribution Based Methods for Minimizing Segment Overlaps. In Proceedings of the 10th International Conference on Text, Speech, and Dialogue, 2007.

Fei Song and Robin Cohen. Tense Interpretation in the Context of Narrative. In "The Language of Time: a Reader", edited by Inderjeet Mani, James Pustejovsky, and Robert Gaizauskas, pp. 431-441, Oxford University Press, 2005.

Lili He, Hongtao Bai, Chengquan Hu, Hu Shi, and Fei Song. IChameleon: an Incremental Charmeleon Algorithm. In Proceedings of Computational Intelligence (CI 2005), Calgary, Alberta, Canada 2005.

Abid Malik, Deborah A. Stacey, and Fei Song. Comparative Study on Using Artificial Neural Networks for Text Categorization. In Proceedings of the Sixth World Conference on Systemics, Cybernetics, and Informatics, Orlando, Floria, 2002.

Fei Song and W. Bruce Croft. A General Language Model for Information Retrieval. Proceedings of the Fourth ACM Conference on Information and Knowledge Management (CIKM), Kansas City, Missouri, 1999.

Fei Song. Neighboring Graphs as Alternative Organizations for Information Retrieval. ACM Digital Libraries, 1997.

Richard C. Bodner and Fei Song. Knowledge-Based Approaches to Query Expansion in Information Retrieval. Proceedings of the 11th Conference of the Canadian Society for Computational Studies of Intelligence, pages 146-158, Toronto, Ontario, May 1996.

Fei Song. A Distributed, Dynamic, and Efficient Organization for Global Information Systems. Workshop on Information Gathering from Global Networks (held in conjunction with the 11th Conference of the Canadian Society for Computational Studies of Intelligence, 1996).

Fei Song and Robin Cohen. Improving Heuristic-Based Temporal Analysis of Narratives with Aspect Determination. Proceedings of the 14th International Joint Conference on Artificial Intelligence, pages 1338-1345, Montreal, Quebec, Aug., 1995.

Fei Song and William Soukoreff. A Cognitive Model for the Implementation of Medical Problem Lists. Proceedings of the First Congress on Computational Medicine, Public Health and Biotechnology, Austin, Texas, 1994.

Fei Song. Extending Temporal Reasoning with Hierarchical Constraints in Plans. Proceedings of TIME-94 International Workshop on Temporal Representation and Reasoning (held in conjunction with FLAIRS-94), 1994.

Mary McLeish and Fei Song. A Framework for Medical Expert Systems Using Dempster-Shafer Theory. In Proceedings of the First World Congress on Expert Systems, Orlando, Florida, Dec. 1991.

Fei Song. Temporal Analysis and Discourse Processing. In Proceedings of the Fall Symposium, American Association for Artificial Intelligence, pages 106-111, Monterey, California, Nov. 1991.

Mary McLeish, Paulyn Yao, and Fei Song. Knowledge Acquisition Methods for Finding Belief Functions with an Application to Medical Decision Making. In Proceedings of the 4th International Symposium on Artificial Intelligence: Applications in Informatics, Cancun, Mexico, Nov. 1991.

Fei Song. A Model for Determining Aspect in English. In Proceedings of the 4th UNB Artificial Intelligence Symposium, pages 307-317, Fredericton, New Brunswick, Canada, Sept. 1991.

Mary McLeish, Paulyn Yao, and Fei Song. Discovering knowledge Using Belief Functions on Continuous Data. In Proceedings of the Workshop on Knowledge Discovery in Databases, American Association for Artificial Intelligence, Anaheim, California, July 1991.

Fei Song and Robin Cohen. Temporal Reasoning during Plan Recognition. In Proceedings of the Ninth National Conference on Artificial Intelligence, pages 247-252, Anaheim, California, July 1991.

Fei Song and Robin Cohen. Tense Interpretation in the Context of Narratives. In Proceedings of the Ninth National Conference on Artificial Intelligence, pages 131-136, Anaheim, California, July 1991.

Mary McLeish and Fei Song. Parallel and Sequential Implementations for Combining Belief Functions. In Proceedings of the 23rd Symposium on the Interface: Computing Science and Statistics, pages 164-167, Seattle, Washington, April 1991.

Fei Song and Robin Cohen. The Interpretation of Temporal Relations in Narrative. In Proceedings of the Seventh National Conference on Artificial Intelligence, pages 745--750, St. Paul, Minnesota, 1988.

Back to top

Non-Refereed Papers:

Fei Song, Joe Vasak, and Wei Wang. Passage Retrieval by Shrinkage of Language Models. In Proceedings of Text Retrieval Conference (TREC 2006), Genomic Track, 2006.

Fei Song. A Processing Model for Temporal Analysis and its Application to Plan Recognition. Ph.D. thesis, University of Waterloo, 1991.

Back to top