Journal Publications

Aris, Aleks, Ben Shneiderman,Vahed Qazvinian, Dragomir Radev. Visual Overviews for Discovering Key Papers and Influences Across Research Fronts. Journal of the American Society for Information Science and Technology 60(11): pp. 2219-2228, 2009. DOI: http://dx.doi.org/10.1002/asi.21160

Elkiss, Aaron, Siwei Shen, Anthony Fader, Gunes Erkan, David States, and Dragomir R. Radev. Blind men and elephants: What do citation summaries tell us about a research article? Journal of the American Society for Information Science and Technology 59(1): pp. 51-62, 2008. DOI: http://dx.doi.org/10.1002/asi.20707

Madnani, Nitin and Bonnie J. Dorr. Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods, Computational Linguistics, 36(3): pp. 341-387, 2010. DOI: http://dx.doi.org/10.1162/coli_a_00002

Radev, Dragomir, Mark Joseph, Bryan Gibson, and Pradeep Muthukrishnan. A Bibliometric and Network Analysis of the Field of Computational Linguistics. Journal of the American Society for Information Science and Technology, to appear. URL: http://clair.si.umich.edu/~radev/papers/133.pdf


Books and Other One-Time Publications

Abu-Jbara, Amjad and Dragomir Radev. Coherent Citation-Based Summarization of Scientific Papers. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Portland, OR, 2011. URL: http://www.aclweb.org/anthology/P11-1051

Aris, Aleks. Visualizing and Exploring Networks Using Semantic Substrates. Ph.D. Dissertation, University of Maryland Department of Computer Science (2008). URI: http://hdl.handle.net/1903/8619

Bird, Steven, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark T. Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir R. Radev, and Yee Fan Tan. The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research. Language Resources and Evaluation Conference Proceedings, Marrakesh, Morocco, May 2008. URL: http://www.lrec-conf.org/proceedings/lrec2008/pdf/445_paper.pdf

Dorr, Bonnie, Saif Mohammad, and Boyan Onyshkevych. From Linguistic Annotations to Knowledge Objects. Proceedings of the Symposium on Semantic Knowledge Discovery, Organizaiton and Use (SKDOU-2008), November 2008, New York, NY. URL: http://nlp.cs.nyu.edu/sk-symposium/program.html

Dunne, Cody, Ben Shneiderman, Bonnie J. Dorr, and Judith Klavans. iOPENER Workbench: Tools for Rapid Understanding of Scientific Literature. Human-Computer Interaction Lab 27th Annual Symposium, University of Maryland, College Park, MD, 2010. URL: http://www.cs.umd.edu/hcil/about/events/symposium2010

Dunne, Cody, Ben Shneiderman, Robert Gove, Judith Klavans, and Bonnie Dorr. Rapid Understanding of Scientific Paper Collections: Integrating Statistics, Text Analysis, and Visualization, 2011. Submitted.

Gove, Robert. Understanding Scientific Literature Networks: Case Study Evaluations of Integrating Visualizations and Statistics. Master's Thesis, University of Maryland Department of Computer Science, 2011. URL: http://www.cs.umd.edu/localphp/hcil/tech-reports-search.php?number=2011-11

Gove, Robert, Cody Dunne, Ben Shneiderman, Judith Klavans, and Bonnie Dorr. Evaluating Visual and Statistical Exploration of Scientific Literature Networks. To appear in the Proceedings of the 2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '11), 2011. URL: http://www.cs.umd.edu/localphp/hcil/tech-reports-search.php?number=2011-02

Hu, Yuening, Jordan Boyd-Graber, and Brianna Satinoff. Interactive Topic Modeling. Association for Computational Linguistics, 2011. URL: http://www.aclweb.org/anthology/P11-1026. Presentation: http://umiacs.umd.edu/~jbg/docs/itm_pres.pdf

Joseph, Mark Thomas and Dragomir R. Radev. Citation Analysis, Centrality, and the ACL Anthology. University of Michigan, Department of Electrical Engineering and Computer Science Technical Report No. CSE-TR-535-07, 2007. URL: http://www.eecs.umich.edu/techreports/cse/2007/CSE-TR-535-07.pdf

Klavans, J., Shneiderman, B., and others. Motivating Interactive Summarizations: User Guided Exploration of New Domains. Draft in Progress.

Lin, Jimmy, Nitin Madnani, and Bonnie Dorr. Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization. Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL HLT), Los Angeles, CA, pp. 305--308, 2010. URL: http://www.aclweb.org/anthology-new/N/N10/N10-1041.pdf

Mohammad, Saif, Bonnie Dorr, Melissa Egan, Ahmed Hassan, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir R. Radev, and David Zajic. Using Citations to Generate Surveys of Scientific Paradigms. Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL '09), Boulder, CO, June 2009. URL: http://www.aclweb.org/anthology/N/N09/N09-1066.pdf

Mohammad, Saif, Bonnie Dorr, Melissa Egan, Nitin Madnani, David Zajic, Jimmy Lin. Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment. Text Analysis Conference, Gaithersburg, MD, November 2008. URL:
http://www.nist.gov/tac/publications/2008/participant.papers/UMD.proceedings.pdf

Mohammad, Saif, Bonnie J. Dorr, and Graeme Hirst. Computing Word-Pair Antonymy. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP '08), Honolulu, HI, 2008. URL: http://www.aclweb.org/anthology-new/D/D08/D08-1103.pdf

Mohammad, Saif, Bonnie Dorr, and Graeme Hirst. Towards Antonymy-Aware Natural Language Applications. Proceedings of the Symposium on Semantic Knowledge Discovery, Organizaiton and Use (SKDOU-2008), November 2008, New York, NY. URL: http://nlp.cs.nyu.edu/sk-symposium/program.html

Mohammad, Saif, Cody Dunne, and Bonnie Dorr, Generating High-Coverage Semantic Orientation Lexicons from Overtly Marked Words and a Thesaurus, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP '09): Volume 2. URL: http://portal.acm.org/citation.cfm?id=1699571.1699591

Muthukrishnan, Pradeep, Joshua Gerrish, and Dragomir R. Radev. Detecting Multiple Facets of an Event using Graph-Based Unsupervised Methods. COLING 2008, 22nd International Conference on Computational Linguistics, Proceedings of the Conference, August 2008, Manchester, UK. URL: http://www.aclweb.org/anthology-new/C/C08/C08-1077.pdf

Muthukrishnan, Pradeep, Dragomir Radev and Qiaozhu Mei. Simultaneous Similarity Learning and Feature-Weight Learning for Document Clustering. Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing, June 2011, Portland, OR. URL: http://www.aclweb.org/anthology-new/W/W11/W11-1107.pdf

Qazvinian, Vahed and Dragomir R. Radev, Scientific Paper Summarization Using Citation Summary Networks. Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1 (COLING '08), Manchester, UK, 2008. [PDF ] URL: http://www.aclweb.org/anthology-new/C/C08/C08-1087.pdf

Qazvinian, Vahed and Dragomir R. Radev. The Evolution of Scientific Title Networks. International AAAI Conference on Weblogs and Social Media (ICWSM), Poster Session, San Jose, CA, 2009. [PDF ]

Qazvinian, Vahed and Dragomir R. Radev. Identifying Non-explicit Citing Sentences for Citation-based Summarization. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL '10), Uppsala, Sweden, 2010. URL: http://www.aclweb.org/anthology-new/P/P10/P10-1057.pdf

Qazvinian, Vahed, Dragomir R. Radev, and Arzucan Özgür. Citation Summarization Through Keyphrase Extraction, Proceedings of the 23rd International Conference on Computational Linguistics (COLING '10), Beijing, China, 2010. URL: http://aclweb.org/anthology/C/C10/C10-1101.pdf

Qazvinian, Vahed and Dragomir R. Radev, Exploiting Phase Transition in Similarity Networks for Clustering. To appear in the Proceedings of the 25th Conference on Artificial Intelligence (AAAI-11), San Francisco, CA, 2011. URL: http://www-personal.umich.edu/~vahed/papers/latent.pdf

Qazvinian, Vahed and Dragomir R. Radev, Learning from Collective Human Behavior to Introduce Diversity in Lexical Choice. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL '11), Portland, OR, 2011. URL: http://www.aclweb.org/anthology-new/P/P11/P11-1110.pdf

Radev, Dragomir R., Mark Hodges, Anthony Fader, Mark Joseph, Joshua Gerrish, Mark Schaller, Jonathan dePeri, and Bryan Gibson. CLAIRLIB Documentation v1.03. University of Michigan, Department of Electrical Engineering and Computer Science Technical Report No. CSE-TR-536-07, 2007. URL: http://www.eecs.umich.edu/techreports/cse/2007/CSE-TR-536-07.pdf

Radev, Dragomir R., Pradeep Muthukrishnan, Vahed Qazvinian, The ACL Anthology Network Corpus, ACL workshop on Natural Language Processing and Information Retrieval for Digital Libraries, Singapore, 2009. URL: http://aclweb.org/anthology-new/W/W09/W09-3607.pdf

Satinoff, Brianna and Jordan Boyd-Graber. Trivial Classiï¬cation: What Features do Humans use for Classification? Workshop on Crowdsourcing Technologies for Language and Cognition Studies, 2011. URL (Abstract): http://www.crowdscientist.com/wp-content/uploads/2011/06/Boyd-Graber.pdf

Shneiderman, Ben. Poster: Action Science Explorer. 28th Annual Human-Computer Interaction Lab (HCIL) Symposium
College Park, MD, May 25-26, 2011. URL: http://www.cs.umd.edu/hcil/soh/

Shneiderman, Ben. Research Agenda: Visual Overviews for Exploratory Search. Position paper for National Science Foundation Workshop on Information Seeking Support Systems, Chapel Hill, NC, June 26-27, 2008. URL: http://ils.unc.edu/ISSS/papers/papers/shneiderman.pdf

Shneiderman, Ben., Aleks Aris, and others. Visual Summarization of Topic Evolution and Topic Dependencies. Draft in Progress.

Whidby, Michael, David Zajic, and Bonnie J. Dorr. Citation Handling for Improved Summarization of Scientific Documents. Language and Media Processing Laboratory Report No. LAMP-TR-157, Computer Science Report No. CS-TR-4988, University of Maryland Institute for Advanced Computer Studies Report No. UMIACS-TR-2011-14. URI: http://hdl.handle.net/1903/11822


Presentations

Dunne, Cody. Action Science Explorer: Interactive Data Visualization for Rapid Understanding of Scientific Literature. Talk at the STM Annual Spring Conference, Washington, DC, April 2011. URL: http://www.stm-assoc.org/events/stm-annual-spring-conference-2011/

Shneiderman, Ben. Success Stories in Visual Analytics, Panelist at the Visual Analytics Consortium, College Park, MD, May 3-4, 2011. URL: http://vacommunity.org/VAC+Consortium+2011+Meeting

Shneiderman, Ben. Information Visualization: A Transformative Technology for ACS. Talk at the American Chemical Society, Washington, DC, April 25, 2011.

Shneiderman, Ben. Information Visualization for Knowledge Discovery. Yale University Dept of Computer Science Seminar, New Haven, CT, April 7, 2011. URL: http://www.cs.yale.edu/calendars/shneiderman.html

Shneiderman, Ben. Information Visualization for Knowledge Discovery. University of North Carolina – Charlotte, Dept of Computer Science Seminar, Charlotte, NC, April 1, 2011. URL: http://cci.uncc.edu/?q=events/distinguished-lecture-series-professor-ben-shneiderman

Shneiderman, Ben. Information Visualization for Knowledge Discovery. Emory University Goizueta College of Business Seminar, Atlanta, GA, March 4, 2011.

Shneiderman, Ben. Information Visualization for Knowledge Discovery. Georgia Tech Graphics, Visualization & Usability Brown Bag Lunch Seminar, Atlanta, GA, March 3, 2011. URL: http://www.gvu.gatech.edu/node/4785.

Shneiderman, Ben. Social Discovery in an Information Abundant World. National Federation for Advanced Information Systems: Miles Conrad Award Lecture, Philadelphia, PA, February 28, 2011.

Shneiderman, Ben. Information Visualization for Knowledge Discovery. Talk at the IBM Research Center, Cambridge, MA, October 15, 2010.

Shneiderman, Ben. Distinguished Lecture in Computational Science: Information Visualization for Knowledge Discovery. Talk at the Harvard University School of Engineering and Applied Sciences, Cambridge, MA, October 14, 2010. URL: http://www.seas.harvard.edu/news-events/calendars/computer_science/disti nguished-lecture-in-computational-science-ben-shneiderman-university-of- maryland. Video: http://media.seas.harvard.edu/media/colloquia/cs/?sort=modtime&order=desc

Shneiderman, Ben. Information Visualization for Knowledge Discovery. Talk at the Wellesley College Dept of Computer Science, Wellesley, MA, October 13, 2010.

Shneiderman, Ben. Understanding Innovation Trajectories for Visual Analytics. Keynote at the Visual Analytics Consortium,
College Park, MD., August 31-September 1, 2010. URL: http://vacommunity.org/VAC+Consortium+2010+Meeting