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<term>Fields of Study Artificial Intelligence (natural language processing</term>
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<term>pragmatics</term>
<term>semantics)</term>
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<term>Theory of Computation</term>
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<term>Afrikaans (fluent) German</term>
<term>Dutch (conversation level) French (reading level GENCON: Designing Robust Technology for Automatic Language Generation. (With Dr. Kevin Knight</term>
<term>ISI). DARPA: $100</term>
<term>000 for 1 year</term>
<term>1998. Graduate student support grant. CompuServe: $27</term>
<term>000</term>
<term>1997. C*ST*RD: Clustering</term>
<term>Summarization</term>
<term>Translation</term>
<term>Reformatting</term>
<term>and Display of Large Sets of Multimedia Documents. DARPA: $1.35 million over 3 years</term>
<term>1997. SUMMARIST: Robust Automated Multilingual Text Summarization. US Department of Defense (TIPSTER-III Program): $925</term>
<term>000 over 3 years</term>
<term>1996. FSTrans: Performance-and User-Oriented Enhancements to Machine Translation. (With Dr Enhancement of English Generation in SYSTRAN's Machine Translation MEDTRANS: Communication and Translation of Medical Information. (With Dr. Robert Balzer</term>
<term>ISI). DARPA: $1.7 million over 4 years</term>
<term>1994 PANGLOSS: Knowledge-Based Statistical and Symbolic Machine Translation. ARPA / US Machine Translation</term>
<term>1999-</term>
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<div xmlns="http://www.tei-c.org/ns/1.0"><p>Member of Executive Committee (1992-93), SIGMEDIA.</p></div><figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_0"><head></head><label></label><figDesc>appeared in the Information Technology and Communications in Health conference (ITCH), 2007.) Pradhan, S., E.H. Hovy, M. Marcus, M. Palmer, L. Ramshaw, and R. Weischedel 2007. OntoNotes: A Unified Relational Semantic Representation.International Journal of Semantic Computing 1(4), 405-420. (A conference version of this paper won the Best Paper Award in the First IEEE International Conference on Semantic Computing (IEEE-ICSC), 2007.) Hovy, D. and E.H. Hovy. 2012. Exploiting Partial Annotations with EM Training. Proceedings of the Workshop on Inducing Linguistic Structure at the conference of the North American ACL (HLT-NAACL-12). Wang, H., A. Philpot, E.H. Hovy, C. Cai, M. Latonero, and D. Metzler. 2012. Data Integration from Open Internet Sources to Combat Sex Trafficking of Minors. Proceedings of the 13th International Conference on Digital Government Research (dg.o 2012). College Park, MD. Tratz, S. and E.H. Hovy. 2010. A Taxonomy, Dataset, and Classifier for Automatic Noun Compound Interpretation. Proceedings of the Association of Computational Linguistics conference (ACL). Uppsala, Sweden. DiMarco, C., E. Afros, E.H. Hovy, A. Malton, A. Malton, G. Ross, and M. Skala. 2010. An Authoring Tool for Creation of Tailorable Health Learning Materials. Proceedings of the American Academy on Communication in Healthcare (AACH) Research & Teaching Forum. Scottsdale, AZ. Kozareva, Z. and E.H. Hovy. 2010. Learning Arguments and Supertypes of Semantic Relations using Recursive Patterns. Proceedings of the Association of Computational Linguistics conference (ACL). Uppsala, Sweden. Recasens, M. and E.H. Hovy. 2010. Coreference Resolution across Corpora: Languages, Coding Schemes, and Preprocessing Information. Proceedings of the Association of Computational Linguistics conference (ACL). Uppsala, Sweden. Kozareva, Z. and E.H. Hovy. 2010. Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds. Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2010). Los Angeles, CA. Recasens, M. and E.H. Hovy. 2010. A Typology of Near-Identity Relations for Coreference (NIDENT). Proceedings of the LREC conference. Malta. Cai, C. and E.H. Hovy. 2010. Summarizing Textual Information about Locations in a Geo-Spatial Information Display System. (System demo description.) Proceedings of the demos of the conference on Human Language Technology of the North American chapter of the ACL (HLT-NAACL 10). Los Angeles, CA.</figDesc></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_1"><head></head><label></label><figDesc>Ramakrishnan , C., W.A. Baumgartner Jr., J. Blake, G.A.P.C. Burns, K. Bretonnel Cohen, H. Drabkin, J. Eppig, E.H. Hovy, C.-N. Hsu, L.E. Hunter, T. Ingulfsen, K. Livingston, H. Onda, S. Pokkunuri, E. Riloff, C. Roeder, K. Verspoor. 2007. Building the Scientific Knowledge Mine (SciKnowMine): A Community-Driven Framework for Text Mining Tools in Direct Service to Biocuration. Proceedings of the Workshop on New Challenges for NLP Frameworks at the LREC conference. Malta. Burns, G.A.P.C., D. Feng, T. Ingulfsen, E.H. Hovy. 2007. Infrastructure for Annotation-Driven Information Extraction from the Primary Scientific Literature: Principles and Practice. Proceedings of the 1st IEEE International Workshop on Service Oriented Technologies for Biological Databases and Tools (SOBDAT 2007) at the ICWS/SCC conference, Salt Lake City, UT. Kim, J., G. Chern, D. Feng, E. Shaw, E.H. Hovy. 2007. Mining and Assessing Discussions on the Web through Speech Act Analysis. Proceedings of the Web Content Mining with Human Language Technologies with Human Language Technologies Workshop at the International Semantic Web Conference (ISWC). Athens, GA. Mulkar, R., J.R. Hobbs, E.H. Hovy, H. Chalupsky, and C.-Y. Lin. 2007. Learning by Reading: Two Experiments. Proceedings of the IJCAI Workshop on Knowledge and Reasoning for Answering Questions (KRAQ). Hyderabad, India. Kim, S.-M. and E.H. Hovy. 2006. Extracting Opinions Expressed in Online News Media Text with Opinion Holders and Topics. Proceedings of the Workshop on Sentiment and Subjectivity in Text at the joint COLING-ACL conference. Sydney, Australia. DiMarco, C., P. Bray, D. Covvey, D. Cowan, V. DiCiccio, ,J. Lipa, and E.H. Hovy. 2005. Authoring and Generation of Tailored Preoperative Patient Education Materials. Proceedings of the Workshop on Personalisation for e-Health at the User Modeling (UM) Conference. Edinburgh, UK. Levin, L., T. Mitamura, O. Rambow, A. Siddharthan, E.H. Hovy, F. Reeder, K. Miller, D. Farwell, S. Helmreich, B. Dorr, N. Habash, R. Green. 2004. Multilingual Text Annotation. Proceedings of the Workshop on Corpus Semantics at LREC conference. Lisbon, Portugal. Farwell, D., S. Helmreich, B.J. Dorr, N. Habash, K. Miller, F. Reeder, L. Levin, T. Mitamura, E.H. Hovy, O. Rambow, A. Siddharthan. 2004. Interlingual Annotation of Multilingual Text Corpora. Invited talk. Proceedings of the HLT-NAACL Workshop on Frontiers in Corpus. Boston, MA.</figDesc></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_0"><head></head><label></label><figDesc>Proceedings of the 12th International Health (Medical) Informatics Congress(Medinfo 2007). Brisbane, Australia (poster presentation).Kwon, N., E.H. Hovy, and S.W. Shulman. 2007. Identifying and Classifying Subjective Claims.Proceedings of the 8th International Conference on Digital GovernmentResearch (dg.o 2007).Feng, D. and E.H. Hovy. 2006. Learning to Detect Conversation Focus of Threaded Discussions. Full paper. Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference(HLT-NAACL 2006). New York, NY.Hovy, E.H., M. Marcus, M. Palmer, S. Pradhan, L. Ramshaw, and R. Weischedel. 2006. OntoNotes: The 90% Solution. Short paper. Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2006). New York, NY. Kwon, N., S. Shulman, and E.H. Hovy. 2006. Multidimensional Text Analysis for eRulemaking. Proceedings of the National Conference on Digital Government (dg.o 2006). San Diego, CA. Proceedings of the Intelligent User Interface conference (IUI). Sydney, Australia, January 2006. Philpot, A., E.H. Hovy, and P. Pantel. 2005. The Omega Ontology. Proceedings of the ONTOLEX Workshop at the International Conference on Natural Language Processing (IJCNLP). Jeju Island, Korea. October 2005. Linguistics. Boston, MA: Kluwer Academic Publishers. First presented at the 4th International Workshop on Language Generation, Santa Catalina Island, CA, July 1988. Also available as USC/Information Sciences Institute Research Report ISI/RS-89-245. Hovy, E.H. 1987. Interpretation in Generation. In Proceedings of the 6th AAAI Conference. Seattle, WA. Also available as USC/Information Sciences Institute Research Report ISI/RS-88-186. Hovy, E.H. 1987. What Makes Language Formal? In Proceedings of the 9th Conference of the Cognitive Science Society. Seattle, WA. Hovy, E.H. 1987. Some Pragmatic Decision Criteria in Generation. In G. Kempen (ed) Natural Language Generation: New Results in Artificial Intelligence, Psychology, and Linguistics. Boston, MA: Kluwer Academic Publishers. First presented at the 3rd International Workshop on Language Generation, Nijmegen, The Netherlands, Aug. 1986. Hovy, E.H. 1986. Putting Affect into Text. In Proceedings of the 8th Conference of the Cognitive Science Society. Amherst, MA. Hovy, E.H. 1985. Integrating Text Planning and Production in Generation. In Proceedings of the 9th IJCAI Conference. Los Angeles, CA. Hovy, E.H., J. Oberlander, and N. Reithinger. 2011. IMIX: Good Questions, Promising Answers. In A. van den Bosch and Gosse Bouwma (eds), The Interactive Multimodal Information Extraction: The IMIX Programme. Springer Verlag. Hovy, E.H. 2010. Turning the Web into a Database: Extracting Data and Structure. In H. Horacek (ed), Natural Language Processing and Information Systems: Papers from the NLDB Conference, 1-7. Lecture Notes in Computer Science 5723, Springer Verlag. Farwell, D.L., B.J. Dorr, R. Green, N. Habash, S. Helmreich, E.H. Hovy, L. Levin, K. Miller, T. Mitamura, O. Rambow, F. Reeder, and A. Siddharthan. 2009. Interlingual Annotation of Multilingual Text Corpora and FrameNet. In H.C. Boas (ed.), Multilingual FrameNets in Computational Lexicography: Methods and Applications, 287-318. Berlin: Mouton de Gruyter. Swartout, W.R., J. Gratch, R. Hill, E.H. Hovy, R. Lindheim, S. Marsella, J. Rickel, and D. Traum. 2005. Simulation in Hollywood: Integrating Graphics, Sound, Story and Character for Immersive Simulation. In O. Stock and M. Zancanaro (eds), Multimodal Intelligent Information Presentation. Springer Verlag. Filatova, E. and E.H. Hovy. 2005. Assigning Time-Stamps to Event-Clauses. In I. Mani, J. Pustejovsky, and R. Gaizauskas (eds), The Language of Time: A Reader, 523-532. Oxford University Press. Echihabi, A., U. Hermjakob, E.H. Hovy, D. Marcu, E. Melz, and D. Ravichandran. 2007 (2004 submission). How to Select an Answer String? In T. Strzalkowski and S. Harabagiu (eds), Advances in Textual Question Answering. Kluwer. Hovy, E.H. 2002. Comparing Sets of Semantic Relations in Ontologies. In R. Green, C.A. Bean, and S.H. Myaeng (eds), The Semantics of Relationships: An Interdisciplinary Perspective, 91-110. Dordrecht: Kluwer. E.H. and Y. Arens. 1991/98. Automatic Generation of Formatted Text. In Proceedings of AAAI-91, and reprinted in M. Maybury and W. Wahlster (eds), Readings in Intelligent User Interfaces. 1998. Morgan Kaufmann Press. Hovy, E.H. 1989. Unresolved Issues in Paragraph Planning. In R. Dale, C. Mellish, and M. Zock (eds), Current Research in Natural Language Generation, 17-45. New York: Academic Press. Hovy, E.H. 1988. Generating Language with a Phrasal Lexicon. In D.D. McDonald and L. Bolc (eds), Natural Language Generation Systems, 353-384. New York: Springer Verlag. Hovy, E.H. and R.C. Schank. 1984. Language Generation by Computer. In B.G. Bara and G. Kozareva, Z. and E.H. Hovy. 2011. Learning Temporal Information for States and Events. Proceedings of the Workshop on Workshop on Semantic Annotation for Computational Linguistic Resources at the International Conference on Semantic Computing (ICSC). Palo Alto, CA.</figDesc><table><row><cell>Philadelphia, PA. Zhou, L. N. Kwon, and E.H. Hovy. 2007. A Semi-Automated Evaluation Scheme: Automated Nuggetization for Manual Annotation. Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2007). Rochester, NY. Pantel, P., R. Bhagat, B. Coppola, T. Chklovski and E.H. Hovy. 2007. ISP: Learning Inferential Selectional Preferences. Proceedings of the Human Language Technology / North American Association of Computational Linguistics conference (HLT-NAACL 2007). Rochester, NY. Mulkar, R., J.R. Hobbs, and E.H. Hovy. 2007. Learning from Reading Syntactically Complex Biology Texts. Proceedings of the AAAI Spring Symposium (Commonsense'07). Stanford University, CA. Zhou, L. and E.H. Hovy. 2007. A Semi-Automatic Evaluation Scheme. Proceedings of the DARPA GALE PI workshop. San Francisco, CA. Bhagat, R. and E.H. Hovy. 2007. Phonetic Models for Generating Spelling Variants. Full (oral) paper. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI). Hyderabad, India. DiMarco, C., P. Bray, H.D. Covvey, D.D. Cowan, V. Di Ciccio, E.H. Hovy, J. Lipa, and C. Yang. 2006. Authoring and Generation of Individualized Patient Education. Proceedings of the AMIA conference. Anchorage, Canada. Zhou, L., C.-Y. Lin, and E.H. Hovy. 2006. Re-evaluating Machine Translation Results with Paraphrase Support. Proceedings of the EMNLP conference. Sydney, Australia. Kim, S-M. and E.H. Hovy. 2006. Automatic Identification of Pro and Con Reasons in Online Reviews. Poster. Companion Proceedings of the conference of the ACL. Sydney, Australia. Feng, D., J. Kim, E. Shaw, E.H. Hovy. 2006. Towards Modeling Threaded Discussions through Ontology-based Analysis. Proceedings of the conference of the American Association of Artificial Intelligence (AAAI-06). Full paper, oral presentation. Boston, MA. Feng, D., D. Ravichandran, E.H. Hovy. 2006. Mining and Re-ranking for Answering Biographical Queries on the Web. Proceedings of the conference of the American Association of Artificial Intelligence (AAAI-06). Full paper, poster presentation. Boston, MA. Refereed book chapters (A few of the conference and workshop proceedings papers above subsequently appeared in books as well.) Hovy, E.H. 1993. From Interclausal Relations to Discourse Structure-A Long Way Behind, a Long Way Ahead. In H. Horacek and M. Zock (eds), New Concepts in Natural Language Generation: Planning, Realization, and Systems, 57-68. London: Pinter. Maier, E. and E.H. Hovy. 1993. Organizing Discourse Structure Relations using Metafunctions. In H. Horacek and M. Zock (eds), New Concepts in Natural Language Generation: Planning, Realization, and Systems, 69-86. London: Pinter. Bateman, J.A. and E.H. Hovy. 1992. An Overview of Computational Text Generation. In C. Butler (ed), Computers and Texts: An Applied Perspective, 53-74. Oxford, England: Basil Blackwell. Metzler, D. and E.H. Hovy. 2011. Mavuno: A Scalable and Effective Hadoop-Based Paraphrase Harvesting System. Proceedings of the Third Workshop on Large-scale Data Mining: Theory and Applications (LDMTA) at the SIGKDD conference. San Diego, CA. Pokkunuri, S., C. Ramakrishnan, E. Riloff, EH. Hovy, and G. Burns. 2011. The Role of Information Extraction in The Design of a Document Triage Application for Biocuration. Proceedings of the BioNLP workshop at the conference of the Association of Computational Linguistics conference (ACL). Portland, OR. Gouws, S., D. Metzler, C. Cai, and E.H. Hovy. 2011. Contextual Bearing on Linguistic Variation in Social Media. Proceedings of the Workshop on Language in Social Media at the conference of the Association of Computational Linguistics conference (ACL). Portland, Hovy, Refereed one-day workshop papers OR.</cell></row><row><cell>Kim, J., E. Shaw, D. Feng, C. Beal, E.H. Hovy. 2006. Modeling and Assessing Student Activities</cell></row><row><cell>in On-Line Discussions. Proceedings of the Workshop on Educational Data Mining at the</cell></row><row><cell>conference of the American Association of Artificial Intelligence (AAAI-06). Boston, MA.</cell></row><row><cell>Kim, S.M. and E.H. Hovy. 2006. Identifying and Analyzing Judgment Opinions. Full paper.</cell></row><row><cell>Proceedings of the Human Language Technology / North American Association of</cell></row><row><cell>Computational Linguistics conference (HLT-NAACL 2006). New York, NY.</cell></row><row><cell>Zhou, L., D. Munteanu, C.-Y. Lin, E.H. Hovy. 2006. ParaEval: Using Paraphrases to Evaluate</cell></row><row><cell>Summaries Automatically. Full paper. Proceedings of the Human Language Technology /</cell></row><row><cell>North American Association of Computational Linguistics conference (HLT-NAACL 2006).</cell></row><row><cell>New York, NY.</cell></row></table><note>Recasens, M. and E.H. Hovy. 2009. A Deeper Look into Features for Coreference Resolution. In S. Lalitha Devi, A. Branco, and R. Mitkov (eds.), Proceedings of the conference on Anaphora Processing and Applications (DAARC 2009), India. LNAI 5847:29-42. Springer-Verlag Berlin Heidelberg. Hovy, E.H., Z. Kozareva, and E. Riloff. 2009. Toward Completeness in Concept Extraction and Classification. Proceedings of the Conference of Empirical Methods in Natural Language Processing (EMNLP). Singapore.Bhagat, R. and E.H. Hovy. 2009. Acquiring Paraphrases from Text Corpora. Proceedings of the Fifth International Conference on Knowledge Capture (K-CAP). Redondo Beach, CA. Kozareva, Z., E.H. Hovy, and E. Riloff. 2009. Learning and Evaluating the Content and the Structure of a Term Taxonomy. Proceedings of the AAAI Spring Symposium (Learning by Reading and Learning to Read). Stanford University, CA. Tratz, S. and E.H. Hovy. 2008. Summarization Evaluation Using Transformed Basic Elements. Proceedings of Text Analytics Conference (TAC-08). NIST, Gaithersburg, MD. Tratz, S. and E.H. Hovy. 2008. BEwT-E: Basic Elements with Transformations for Evaluation. Proceedings of the Metrics-MATR Workshop at the EMNLP Conference. Honolulu, HI. Zhu, J., H. Wang, and E.H. Hovy. 2008. Multi-Criteria-based Strategy to Stop Active Learning for Data Annotation. Proceedings of the COLING conference. Manchester, UK. Yu, L.C., C.H. Wu, and E.H. Hovy. 2008. OntoNotes: Corpus Cleanup of Mistaken Agreement using Word Sense Disambiguation. Proceedings of the COLING conference. Manchester, UK. information. Hovy, E.H., A. Philpot, and P. Pantel. 2006. Matching and Integration across Heterogeneous Data Sources. Proceedings of the National Conference on Digital Government (dg.o 2006). San Diego, CA. Hovy, E.H., C.-Y. Lin, L. Zhou, and J. Fukumoto. 2006. Automated Summarization Evaluation with Basic Elements. Full paper. Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC). Genoa, Italy. Zhou, L., C.-Y. Lin, and E.H. Hovy. 2006. Summarizing Answers for Complicated Questions. Full paper. Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC). Genoa, Italy. Rambow, O., B. Dorr, D. Farwell, R. Green, N. Habash, S. Helmreich, E.H. Hovy, L. Levin, K. Miller, T. Mitamura, F. Reeder, A. Siddharthan. 2006. Parallel Syntactic Annotation of Multiple Languages. Short paper. Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC). Genoa, Italy. DiMarco, C., D. Cowan, P. Bray, D. Covvey, V. Di Ciccio, E.H. Hovy, J. Lipa, and D. Mulholland. 2006. A Physician's Authoring Tool for Generation of Personalized Health Education in Reconstructive Surgery. Proceedings of the AAAI Spring Symposium on Argumentation for Consumers of Healthcare. Stanford University, CA. Zhou, L. and E.H. Hovy. 2006. On the Summarization of Dynamically Introduced Information: Online Discussions and Blogs. Proceedings of the AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs. Stanford, CA. March 2006. Kwon, N. and E.H. Hovy. 2006. Learning Semantic Frames from Multiple Sources. Proceedings of the 6 th International conference on Intelligent Text Processing and Computational (CICLing-06). Mexico City, Mexico. February 2006. Feng, D., E. Shaw, J. Kim, and E.H. Hovy. 2006. An Intelligent Discussion-Bot for Answering Student Queries in Threaded Discussions. Proceedings of the Intelligent User Interface conference (IUI). Sydney, Australia, January 2006. Fleischman, M. and E.H. Hovy. 2006. Taking Advantage of the Situation: Non-Linguistic Context for Natural Language Interfaces to Interactive Virtual Environments. Pantel, P., A. Philpot, and E.H. Hovy. 2005. An Information Theoretic Model for Database Alignment. Proceedings of the IEEE international conference on Statistical Sciences and Database Management (SSDBM-2005). San Diego, CA. October 2005. Philpot, A., E.H. Hovy, and P. Pantel. 2008. The Omega Ontology. In C.-R. Huang, N. Calzolari, A. Gangemi, A. Lenci, A. Oltramari, L. Prévot (eds), Ontology and the Lexicon, 309-322. Cambridge: Cambridge University Press. Burns, G.A.P.C., D. Feng, and E.H. Hovy. 2007. Intelligent Approaches to Mining the Primary Research Literature: Techniques, Systems, and Examples. In A. Kelemen, A. Abraham, Y. Chen, and Y. Liang (eds), Computational Intelligence in Bioinformatics. Springer Verlag, series Studies in Computational Intelligence. Hovy, E.H. 2007. Data and Knowledge Integration for eGovernment. In H. Chen (ed), Digital Government: Advanced Research and Case Studies. Springer Verlag. Hovy, E.H. 2007. Outlines for the Foundations of Digital Government. In H. Chen (ed), Digital Government: Advanced Research and Case Studies. Springer Verlag. Hovy, E.H. 2005. Automated Text Summarization. In R. Mitkov (ed), The Oxford Handbook of Computational Linguistics, 583-598. Oxford: Oxford University Press. Ambite, J.L., Y. Arens, L. Gravano, V. Hatzivassiloglou, E.H. Hovy, J.L. Klavans, A. Philpot, U. Ramachandran, K. Ross, J. Sandhaus, D. Sarioz, A. Singla, and B. Whitman. 2002. Data Integration and Access: The Digital Government Research Center's Energy Data Collection (EDC) Project. In W. McIver and A.K. Elmagarmid (eds), Advances in Digital Government, 85-106. Dordrecht: Kluwer. Hovy, E.H. and C.-Y. Lin. 1999. Automated Text Summarization in SUMMARIST. In M. Maybury and I. Mani (eds), Advances in Automatic Text Summarization. Cambridge: MIT Press. Arens, Y., E.H. Hovy, and M. Vossers. 1993. On the Knowledge Underlying Multimedia Presentations. In M. Maybury (ed), Intelligent Multimedia Interfaces. 280-306. Menlo Park: AAAI/MIT Press. Also in: M. Maybury and W. Wahlster (eds), Readings in Intelligent User Interfaces. 1998. Morgan Kaufmann Press. Guida (eds), Natural Language Processing, 165-196. Amsterdam, The Netherlands: North-Holland Publishing Company. Rodrigo, A., A. Peñas, E.H. Hovy and E. Pianta. 2010. Question Answering for Machine Reading Evaluation. Proceedings of the CLEF 2010 Workshop on Question Answering in Multiple Languages (MLQA'10). Padua, Italy. DiMarco, C., D. Wiljer, and E.H. Hovy. 2009. Self-Managed Access to Personalized Healthcare through Automated Generation of Tailored Health Educational Materials from Electronic Health Records. Proceedings of the Virtual Healthcare Interaction (VHI 09) workshop at the AAAI Fall Symposium. Washington DC.</note></figure>
<figure xmlns="http://www.tei-c.org/ns/1.0" type="table" xml:id="tab_1"><head></head><label></label><figDesc>San Diego, CA. Agirre, E., O. Ansa, E.H. Hovy, and D. Martínez. 2000. Enriching Very Large Ontologies using the WWW. Proceedings of the Workshop on Ontology Construction of the European Conference of AI (ECAI). Berlin, Germany. Dalianis, H. and E.H. Hovy. 1998. Integrating STEP Schemata using Automatic Methods. In Proceedings of ECAI-98 Workshop on Applications of Ontologies and Problem-Solving Methods. Brighton, England. Hovy, E.H. and C.Y. Lin. 1997. Automated Text Summarization in SUMMARIST. Proceedings of the Workshop on Intelligent Text Summarization, ACL/EACL-97, Madrid, Spain. Hovy, E.H. and Y. Arens. 1996. Virtual Devices: An Approach to Standardizing Multimedia System Components. Proceedings of ECAI-96 Workshop: Multimedia System Standardization, Budapest, Hungary. Hovy, E.H. and L. Wanner. 1996. Managing Sentence Planning Requirements. In Proceedings of ECAI-96 Workshop: New Directions in Planning and Natural Language Generation, Budapest, Hungary. Arens, Y. and E.H. Hovy. 1993. The Planning Paradigm Required for Automated Multimedia Presentation Planning. Proceedings of the AAAI Fall Symposium on Human-Computer Interaction, Charlotte, NC. Hovy, E.H. and K. Knight. 1993. Motivation for Shared Ontologies: An Example from the Pangloss Collaboration. Proceedings of the Workshop on Knowledge Sharing and Information Interchange, IJCAI-93, Chambéry, France. Hovy, E.H. 1993. In Defense of Syntax: Informational, Intentional, and Rhetorical Structures in Discourse. Proceedings of the Workshop on Intentionality and Structure in Discourse Relations, ACL-93, Columbus, OH. Invited speaker, International Conference on Linguistics in Korea. Seoul, Korea. January 2007. Invited presentation, Workshop on Language Models for NLP. University of Massachusetts at Address to the Los Angeles chapter of the ACM Special Interest Group on AI (SIGART). Los Reading and Contextual Reasoning (RACR) (2009-14): Machine reading of texts for semantic understanding and question answering. Joint project with researchers at IBM, University of Texas (Austin), University of Utah, and others at USC/ISI. Creation of large knowledge resources to support analysis and inference. Situational Awareness for Social Media: Theories, Models and Algorithms. DARPA. $1,440,000 for 3 years (my portion). PI is Dr. Aram Galstyan; co-PIs are Dr. Kristina Lerman, myself, and several others from ISI and USC). October 2011. Mobile Support for the Creation of Tailored Recipes. US Department of Agriculture. ISI portion: $100,000 for 4 years. Project headed by Prof. Peter Clarke from USC School for Communication. November 2011. Campus Crisis Analysis using Twitter. DHS. $75,000 for 9 months. December 2010. RACR-ISI: Reader and Contextual Reasoner. DARPA. ISI portion: $5,960,000 for 5 years (shared with Prof. Jerry Hobbs and Dr. Hans Chalupsky at ISI). Headed by IBM Yorktown Heights, with partners at U of Texas (Austin), CMU, and U of Utah. May 2009-14. ERUDITE-ISI: Language Inferences from Text. DARPA. ISI portion: $275,000 per year for 5 years. Headed by BBN, with partners at CMU, U of Washington, CYC, and Oregon State. May 2009-14. Natural Language and Knowledge Representation for ICT's Virtual Human Architecture. US Army (via subcontract to USC Institute for Creative Technologies). $390,200 for 2 years. November 2009-11. Text Summarization of Geospatially Located Information. DARPA (STTR with Geosemble Technologies). $225,000 (ISI part) for 2 years. January 2009. Collaborative Design of an Open Framework for QA. IBM. $75,000 gift. December 2008. A Meta-Analysis of Homeland Security Research. Naval Postgraduate School. $90,000 for 6 months. June 2008. The OntoBank for AGILE. DARPA (GALE program). Joint proposal with Dr. Ralph Weischedel (BBN), Prof. Mitch Marcus (UPenn) and Prof. Martha Palmer (U of Colorado). Augments and lengthens period of ongoing OntoNotes grant. My portion $140,000 for 8 months. April 2008. eRule-BIRD: A Framework for Multi-Dimensional Analysis of Text. NSF. With Prof. Stuart Shulman (U of Pittsburgh), Prof. Jamie Callan (CMU). $320,000 (my part of this grant) for 3 years. August 2007-2010. Natural Language and Knowledge Management for ICT's SASO Virtual Human Architecture. US Army (via subcontract to USC Institute for Creative Technologies). $376,200 for 2 years. November 2007-09. The OntoBank for AGILE. DARPA (GALE program). Joint proposal with Dr. Ralph Weischedel (BBN), Prof. Mitch Marcus (UPenn) and Prof. Martha Palmer (U of Colorado). My portion of this grant $440,000 for 12 months. October 2007. Distillation research for AGILE. DARPA (GALE program). Joint proposal with Dr. Ralph Weischedel (BBN). My portion of this grant $150,000 for 12 months. October 2007. GeoDec/OSEGO: A Geospatial Decision Making Environment. DARPA (STTR with Geosemble Technologies). $33,000 (my part) for 9 months. August 2007. NSF-China: A Framework to Establish an R&D Collaboration on Digital Government. NSF. $50,000 for 9 months. August 2007. Möbius-II: Learning by Reading -Demonstrating Semantic Interpretation. DARPA (via subcontract from SRI). $535,000 for 12 months. February 2007. English Language Generation Technology. (With Dr. William Mann and Dr. Robert Kasper, both from ISI). RADC: $300,000 over two years, 1989. External reader: Chrysanne DiMarco, 1989 (Computer Science Department, University of Toronto, Canada). Thesis: A Computational Theory of Style. Vishnu Vyas, 2009 (Department of Computer Science, University of Southern California, Los Angeles). Thesis topic: Explaining Term Similarity.</figDesc><table><row><cell>M.S. committee member of:</cell></row><row><cell>OntoNotes Shallow Semantic Corpus Annotation and Resource Construction (with collaborators at BBN, U of Colorado, U of Pennsylvania) (2005-09). Creation of large manually annotated Co-Advisor:</cell></row><row><cell>corpus of text by team of annotators. Co-designer and leader of project at ISI. Results of</cell></row><row><cell>work distributed to public by LDC in Philadelphia.</cell></row><row><cell>Möbius Learning by Reading system design effort (2005-08): Pilot system design project in</cell></row><row><cell>collaboration with researchers at SRI, U of Texas, Boeing, Northwestern U, Xerox PARC,</cell></row><row><cell>and elsewhere. Co-designer and leader of NL team (ISI and BBN). Resulting system helped</cell></row><row><cell>Ravichandran, D., E.H. Hovy, and F.J. Och. 2003. Statistical QA-Classifier vs. Re-ranker: motivate new DARPA research program in machine reading, 2008.</cell></row><row><cell>What's the Difference? Proceedings of the ACL Workshop on Multilingual Summarization ICT Virtual Human Natural Language Engines (2007-): Central system design, ontology, and</cell></row><row><cell>and Question Answering-Machine Learning and Beyond. Sapporo, Japan. natural language processing for lifelike agents in simulated training environment. Work</cell></row><row><cell>Filatova, E. and E.H. Hovy. 2001. Assigning Time-Stamps to Event-Clauses. Proceedings of the performed at USC/ICT.</cell></row><row><cell>Workshop on Temporal and Spatial Reasoning at the Conference of the ACL. Toulouse, BE Automated Summarization Evaluation package (2005 and new version 2008): Package</cell></row><row><cell>France. developed under my supervision, used by NIST to evaluate system entries in the international</cell></row><row><cell>summarization competitions (first DUC 2005-07, and the new BE package in TAC 2008 and</cell></row><row><cell>ongoing). Co-designer and team leader (2005), with Dr. Chin-Yew Lin (ISI), Prof. Junichi</cell></row><row><cell>Fukumoto, Liang Zhou; and (2008) with Stephen Tratz. Software package under public</cell></row><row><cell>distribution from ISI website.</cell></row><row><cell>InfoStill information extraction engine (2006-07): Extraction of entities, events, opinions, and</cell></row><row><cell>complex psychological states of people from natural language text. System deployed (code at</cell></row><row><cell>Technical readiness level 5) and used at MITRE Corp. Designer and leader of NLP team.</cell></row><row><cell>Omega (2002-): Large ontology (semi-automated merger of WordNet, Mikrokosmos, and several</cell></row><row><cell>other ontologies, plus addition of millions of facts automatically harvested from the web).</cell></row><row><cell>Co-designer and team leader, with ISI staff and students, including Andrew Philpot, Patrick</cell></row><row><cell>Pantel, Michael Fleischman.</cell></row><row><cell>ROUGE (2003-07) and SEE (2000-02): Frameworks for automated and manual evaluation of</cell></row><row><cell>text summaries. Developed with Dr. Chin-Yew Lin (ISI). Used by NIST in NIST's annual</cell></row><row><cell>international DUC summarization evaluation competitions.</cell></row><row><cell>Quick!Help (2002-08): Automated tailoring of multimedia recipes based on recipient</cell></row><row><cell>characteristics, at food distribution centers for the poor and disadvantaged. With Prof. Peter</cell></row><row><cell>Clarke (USC School of Communication), Dr. Susan Evans (USC School of Medicine), and</cell></row><row><cell>Andrew Philpot (ISI).</cell></row><row><cell>C*ST*RD (2003): Integrated multilingual text retrieval, clustering, summarization, and display</cell></row><row><cell>platform. Demonstrated with Hindi in DARPA's Surprise Language Exercise.</cell></row><row><cell>NeATS (2001-06): Multi-document text summarization, with Dr. Chin-Yew Lin (ISI). Tied for</cell></row><row><cell>first place in DUC-01 evaluation and second in DUC-02 evaluation.</cell></row><row><cell>ICT Mission Rehearsal Exercise Natural Language Engines (2000-): Sentence understanding and</cell></row><row><cell>generation for lifelike agents in simulated training environment.</cell></row></table><note>Agirre, E., O. Ansa, D. Martínez, E.H. Hovy. 2001. Enriching WordNet Concepts with Topic Signatures. Proceedings of the NAACL Workshop on WordNet. Pittsburgh, PA. J.L. Ambite, Y.Arens, S. Feiner, E.H. Hovy, J.L. Klavans, and A. Philpot. 2001. Scalable Access and Integration of Statistical Data for Digital Government. Proceedings of the AFCEA Colloquium.DGRC/EDC(1999)(2000)(2001)(2002)(2003)(2004): Access to multiple distributed databases from various sources via an ontology, English/Spanish question interpreter, and database access planner, with Mr. Andrew Philpot, Dr. Yigal Arens, Dr. Jose-Luis Ambite (all ISI) and Prof. Judith Klavans,</note></figure>
</body>
<back>
<div type="annex">
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Invited Presentations</head><p>Invited presentations at conferences, meetings, and workshops <ref type="bibr">Dr. Peter Sommer, Prof. Steven Feiner, Prof. Ken Ross, and Dr. Walter Bourne (all Columbia University)</ref>. <ref type="bibr">Textmap (2001-04)</ref>: Automated production of answers to factoid questions using various sources. With Dr. Daniel Marcu, Dr. Kevin Knight, Dr. Ulf Hermjakob, and Dr. Chin-Yew Lin (all ISI).</p><p>WEBCLOPEDIA : Automated text summarization and summary evaluation, and automated multilingual question answering, with Dr. Chin-Yew Lin and Dr. Ulf Hermjakob (ISI). Achieved tied second place (among 35 systems) in TREC-2000 evaluations and tied fourth place (among 67 systems) in TREC-2001 evaluations.</p><p>MuST (1997-99): Multilingual information retrieval, summarization, and translation (including Indonesian), with Dr. Chin-Yew Lin (ISI).</p><p>SUMMARIST : Automated text summarization system, with Dr. Chin-Yew Lin (ISI).</p><p>PANGLOSS : Interlingua-based Machine Translation system, joint project with research groups led by Prof. Jaime Carbonell (CMU), Prof. Yorick Wilks (NMSU), and Dr. Sergei Nirenburg (CMU).</p><p>RST <ref type="bibr">TEXT STRUCTURER (1988-90)</ref>: Multisentence text planner, linked to Penman sentence generator (ISI). First computational implementation of text planner using rhetorical relations.</p><p>PAULINE : Natural language text planner and generator (Yale University). Ph.D. thesis project investigating use of interpersonal pragmatics as guidance for planning and execution decisions in formulation of text.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Programming languages</head><p>LISP (various dialects), PASCAL, C, FORTRAN-IV, PL/1, BASIC.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>System experience</head><p>Macintosh, Sun SPARCStation, TI Explorer lisp machine, Apollo (AEGIS), DEC-20 (TOPS-20), VAX 11/750 and 11/780 (Unix), WANG MVS, PR1ME.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Research and Conference Grants</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Center grants</head><p>Center of Excellence for Command, Control and Interoperability (headed by Rutgers University, the prime contractor, with eleven other institutions). Department of Homeland Security. ISI portion: $2,400,000 over 5 years, broken up into $334,000 for one year, growing each year for 5 years. October 2009.</p><p>Center: CKID: The Center for Large- <ref type="bibr">Spring 1998</ref><ref type="bibr">, Spring 1996</ref><ref type="bibr">, Fall 1994</ref><ref type="bibr">, Spring 1993</ref><ref type="bibr">, Spring 1991</ref><ref type="bibr">, Spring 1990</ref>. <ref type="bibr" target="#b179">, 1992</ref><ref type="bibr" target="#b396">, 1994</ref><ref type="bibr" target="#b218">, 2003</ref><ref type="bibr" target="#b21">, 2005</ref><ref type="bibr">(Computing Infrastructure Program panel), 2007</ref><ref type="bibr" target="#b323">, 2009</ref>; the Fonds pour la Formation de Chercheurs, Canada <ref type="bibr">(1994,</ref><ref type="bibr">1999,</ref><ref type="bibr">2001,</ref><ref type="bibr">2002,</ref><ref type="bibr">2007,</ref><ref type="bibr">2008)</ref>; the <ref type="bibr">FWO, Belgium (2004</ref><ref type="bibr" target="#b330">, 2006</ref> </p></div> </div>
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<note>Keynote speaker</note>
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<biblStruct xml:id="b188">
<analytic>
<title level="a" type="main">Panel chair</title>
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<monogr>
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<note>Invited speaker</note>
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<biblStruct xml:id="b190">
<monogr>
<title level="m" type="main">Keynote speaker, Final EU project workshop on Driving Future Question Answering: Research Trends and Market Perspectives (QALL-ME)</title>
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<date type="published" when="2009-09" />
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</biblStruct>
<biblStruct xml:id="b191">
<monogr>
<title level="m" type="main">Keynote speaker: Semantic Authoring Annotation and Knowledge Management (SAAKM) at the conference on Knowledge Capture (K-CAP)</title>
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<date type="published" when="2009-09" />
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<biblStruct xml:id="b192">
<monogr>
<title level="m">14th International Conference on Applications of Natural Language to Information Systems (NLDB-09)</title>
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<imprint>
<date type="published" when="2009-06" />
</imprint>
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</biblStruct>
<biblStruct xml:id="b193">
<monogr>
<title level="m" type="main">Panelist, 50th anniversary of the French Computational Linguistics Association (ATALA)</title>
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<date type="published" when="2009-06" />
<pubPlace>Paris, France</pubPlace>
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</biblStruct>
<biblStruct xml:id="b194">
<monogr>
<title level="m">3rd Symposium on Innovations in Machine Translation Technologies (IMTT-2009)</title>
<meeting><address><addrLine>Tokyo, Japan</addrLine></address></meeting>
<imprint>
<date type="published" when="2009-03" />
</imprint>
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<note>Invited speaker</note>
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<biblStruct xml:id="b195">
<monogr>
<title level="m">Panelist, International Conference on Advanced Intelligence (ICAI)</title>
<meeting><address><addrLine>Beijing, China</addrLine></address></meeting>
<imprint>
<date type="published" when="2008-10" />
</imprint>
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<biblStruct xml:id="b196">
<analytic>
<title level="a" type="main">Keynote speaker</title>
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<monogr>
<title level="m">Second IEEE International Conference on Semantic Computing (ICSC)</title>
<meeting><address><addrLine>Santa Clara, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="2008-08" />
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</biblStruct>
<biblStruct xml:id="b197">
<monogr>
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</monogr>
</biblStruct>
<biblStruct xml:id="b198">
<monogr>
<title level="m">Seventh International Symposium on Natural Language Processing (SNLP)</title>
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<imprint>
<date type="published" when="2007-12" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b199">
<monogr>
<title level="m">Workshop on Dynamic Searches and Knowledge Building, at Institute of Pure and Applied Mathematics (IPAM) at UCLA</title>
<meeting><address><addrLine>Los Angeles, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="2007-10" />
</imprint>
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<note>Invited speaker</note>
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<biblStruct xml:id="b200">
<analytic>
<title level="a" type="main">Panel chair (stand-in for Dr</title>
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<date type="published" when="2007-09" />
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</biblStruct>
<biblStruct xml:id="b201">
<monogr>
<title/>
<author>
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<imprint>
<date type="published" when="2007-08" />
<pubPlace>Beijing, China</pubPlace>
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</biblStruct>
<biblStruct xml:id="b202">
<analytic>
<title level="a" type="main">Keynote speaker</title>
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<monogr>
<title level="m">SEMEVAL workshop at the ACL conference</title>
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<imprint>
<date type="published" when="2007-07" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b203">
<monogr>
<author>
<persName><surname>Panelist</surname></persName>
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<meeting><address><addrLine>Prague, Czech Republic</addrLine></address></meeting>
<imprint>
<date type="published" when="2007-07" />
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</biblStruct>
<biblStruct xml:id="b204">
<monogr>
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<imprint>
<date type="published" when="2007-04" />
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<note>Conference on eGovernment, organized by the State Information Center of the Chinese Government</note>
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<biblStruct xml:id="b205">
<analytic>
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<title level="m">Symposium on Innovations in Machine Translation Technologies</title>
<meeting><address><addrLine>Tokyo, Japan; Tokyo, Japan</addrLine></address></meeting>
<imprint>
<date type="published" when="2007-03" />
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<note>Keynote speaker</note>
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<biblStruct xml:id="b206">
<analytic>
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<monogr>
<title level="m">AAAI Fall Symposium on Style and Meaning in Language</title>
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<date type="published" when="2004-11" />
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<biblStruct xml:id="b207">
<analytic>
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<meeting><address><addrLine>Boston, MA</addrLine></address></meeting>
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<date type="published" when="2004-10" />
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<biblStruct xml:id="b208">
<analytic>
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<date type="published" when="2004-08" />
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<biblStruct xml:id="b209">
<analytic>
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<monogr>
<title level="m">the Workshop on Text Meaning at the ACL conference</title>
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<date type="published" when="2004-07" />
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<biblStruct xml:id="b210">
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<date type="published" when="2004-07" />
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<biblStruct xml:id="b211">
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<biblStruct xml:id="b212">
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<meeting><address><addrLine>Hainan Island, China</addrLine></address></meeting>
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<date type="published" when="2004-03" />
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<note>Keynote speaker</note>
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<biblStruct xml:id="b213">
<monogr>
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<date type="published" when="2003-10" />
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<biblStruct xml:id="b214">
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<date type="published" when="2003-10" />
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<biblStruct xml:id="b216">
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<biblStruct xml:id="b217">
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<imprint>
<date type="published" when="2001" />
</imprint>
<respStmt>
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<biblStruct xml:id="b219">
<monogr>
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<biblStruct xml:id="b220">
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<biblStruct xml:id="b221">
<monogr>
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<date type="published" when="2000-07" />
<pubPlace>Germany</pubPlace>
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<biblStruct xml:id="b222">
<monogr>
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<biblStruct xml:id="b223">
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<date type="published" when="1999-11" />
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<biblStruct xml:id="b224">
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<date type="published" when="1999-09" />
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<biblStruct xml:id="b225">
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<biblStruct xml:id="b226">
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<date type="published" when="1998-10" />
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<biblStruct xml:id="b227">
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<date type="published" when="1998-09" />
<pubPlace>Los Angeles, CA</pubPlace>
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<biblStruct xml:id="b228">
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<imprint>
<date type="published" when="1998-05" />
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<biblStruct xml:id="b229">
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<meeting><address><addrLine>Granada, Spain</addrLine></address></meeting>
<imprint>
<date type="published" when="1998-05" />
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<title level="m">Panel moderator (panel on Do Automated Techniques Deliver? Optimists vs Skeptics) at 2nd Conference of the Association for Machine Translation in the Americas (AMTA)</title>
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<imprint>
<date type="published" when="1996-05" />
</imprint>
<respStmt>
<orgName>Stanford University ; University of Aizu</orgName>
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</monogr>
<note>Workshop on Ontologies, Conference of the Association of Computational Linguistics (ACL) and European Association (EACL). Invited international participant, Workshop/Meetings on Natural Language Generation. Sponsored by the German and Chinese Governments. Shanghai and Beijing</note>
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<biblStruct xml:id="b231">
<monogr>
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<date type="published" when="1995-08" />
<pubPlace>Montreal, Canada</pubPlace>
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<biblStruct xml:id="b232">
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<title level="m">at IJCAI workshop on Multimedia Information Retrieval</title>
<meeting><address><addrLine>Montreal, Canada</addrLine></address></meeting>
<imprint>
<date type="published" when="1995-08" />
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<imprint>
<date type="published" when="1995-01" />
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<biblStruct xml:id="b234">
<monogr>
<title level="m" type="main">Panel moderator (panel on Hybridization of MT Research Systems) at ARPA Machine Translation Evaluation workshop</title>
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<biblStruct xml:id="b235">
<monogr>
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<imprint>
<date type="published" when="1994-10" />
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<biblStruct xml:id="b236">
<analytic>
<title level="a" type="main">Presentation at Japan-US Workshop on Machine-Aided Translation</title>
<author>
<persName><surname>Panelist</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">7th International Workshop on Language Generation (INLGW)</title>
<meeting><address><addrLine>Kennebunkport, ME; Washington, DC</addrLine></address></meeting>
<imprint>
<date type="published" when="1993-12" />
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<respStmt>
<orgName>U.S. Department of Commerce</orgName>
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</monogr>
<note>panel on Evaluation</note>
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<biblStruct xml:id="b237">
<analytic>
<title level="a" type="main">Discourse Structure Theory) at conference of the International Communication Association</title>
<author>
<persName><surname>Panelist</surname></persName>
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</analytic>
<monogr>
<title level="m">Tutorial on Machine Translation at ARPA Human Language Technology Conference</title>
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<imprint>
<date type="published" when="1993-03" />
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</biblStruct>
<biblStruct xml:id="b238">
<monogr>
<title level="m">Panelist on three panels at Workshop on Machine Translation Evaluation</title>
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<imprint>
<date type="published" when="1992-11" />
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</biblStruct>
<biblStruct xml:id="b239">
<monogr>
<title level="m" type="main">Presentation and final summary at Workshop on EES and KADS</title>
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<date type="published" when="1992-05" />
<pubPlace>Waterloo, Canada; Bonn, Germany</pubPlace>
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<respStmt>
<orgName>Presentation at 8th Oxford English Dictionary and Text Research Workshop ; GMD-St. Augustin</orgName>
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</biblStruct>
<biblStruct xml:id="b240">
<monogr>
<title level="m" type="main">Opening speaker at 1st Joint Soviet-Western Workshop on Text Generation</title>
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<date type="published" when="1991-09" />
<pubPlace>Borjomi, Soviet Georgia</pubPlace>
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</monogr>
</biblStruct>
<biblStruct xml:id="b241">
<monogr>
<title level="m">Keynote address at 3rd European Generation Workshop (ENLGW)</title>
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<imprint>
<date type="published" when="1991-03" />
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</biblStruct>
<biblStruct xml:id="b242">
<monogr>
<author>
<persName><surname>Panelist</surname></persName>
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<meeting><address><addrLine>Judenstein, Austria</addrLine></address></meeting>
<imprint>
<date type="published" when="1991-03" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b243">
<monogr>
<author>
<persName><surname>Panelist</surname></persName>
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<title level="m">Seventh IEEE Conference on AI Applications (CAIA-91)</title>
<meeting><address><addrLine>Miami, FL</addrLine></address></meeting>
<imprint>
<date type="published" when="1991-02" />
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</biblStruct>
<biblStruct xml:id="b244">
<analytic>
<title level="a" type="main">Invited presentations and colloquia not at conferences Colloquium at UNED Distance Education University</title>
<author>
<persName><surname>Panelist</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">Explanation of Software) at 5th Conference on Knowledge-Based Specification</title>
<meeting><address><addrLine>Syracuse, NY; Madrid, Spain</addrLine></address></meeting>
<imprint>
<date type="published" when="1990-09" />
</imprint>
<respStmt>
<orgName>Colloquium at University of Toronto</orgName>
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</monogr>
</biblStruct>
<biblStruct xml:id="b245">
<analytic>
<title/>
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<monogr>
<title level="j">Academia Sinica. Nankang</title>
<imprint>
<date type="published" when="2012-03" />
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</monogr>
</biblStruct>
<biblStruct xml:id="b246">
<analytic>
<title level="a" type="main">Colloquium at UNAM University</title>
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<monogr>
<title level="j">Colloquium at ABBYY Open Seminar Series</title>
<imprint>
<date type="published" when="2011-05" />
</imprint>
<respStmt>
<orgName>Colloquium at Language Technology Institute ; CMU</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b247">
<monogr>
<title level="m" type="main">Colloquium at DERI Institute</title>
<imprint>
<date type="published" when="2010-06" />
<pubPlace>Beijing, China; Galway, Ireland; Netherlands; Tilburg, Netherlands</pubPlace>
</imprint>
<respStmt>
<orgName>Colloquium at Beijing University of Posts and Telecommunications ; Colloquium at University of Utrecht ; Colloquium at Tilburg University</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b248">
<monogr>
<title level="m">Colloquium at Human Interfaces Division, NEC Corporation</title>
<meeting><address><addrLine>Tokyo, Japan</addrLine></address></meeting>
<imprint>
<date type="published" when="2006-04" />
</imprint>
<respStmt>
<orgName>Colloquium at Department of Computer Science, University of Texas at Austin ; Colloquium at Department of Computer Science (Distinguished Speaker series), University of Rochester</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b249">
<monogr>
<title level="m" type="main">Colloquium at the Max Planck Institute for Psycholinguistics</title>
<imprint>
<date type="published" when="2005-12" />
<pubPlace>Nijmegen, The Netherlands</pubPlace>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b250">
<monogr>
<title level="m" type="main">Invited presentation to NSF Workshop on Eco-informatics Tools for Environmental Policy and Resource Managers</title>
<imprint>
<date type="published" when="2004-12" />
<pubPlace>Tokyo, Japan; Evergreen, WA</pubPlace>
</imprint>
</monogr>
<note>Colloquium at Human Interfaces Division, NEC Corporation</note>
</biblStruct>
<biblStruct xml:id="b251">
<monogr>
<title level="m" type="main">Colloquium at Human Interfaces Division, NEC Corporation</title>
<imprint>
<date type="published" when="2001-05" />
<pubPlace>Atlanta, GA; Tokyo, Japan; Edmonton, Alberta, Canada; Mexico City</pubPlace>
</imprint>
<respStmt>
<orgName>Colloquium at Department of Computer Science, Georgia Tech ; Colloquium at Computing Science Department, University of Alberta ; TV of Mexico, from Universidad Nacional Autonoma de Mexico (UNAM</orgName>
</respStmt>
</monogr>
<note>Invited lecture</note>
</biblStruct>
<biblStruct xml:id="b252">
<monogr>
<title level="m">Colloquium at NEC Research Laboratories</title>
<meeting><address><addrLine>Tokyo, Japan; Tokyo, Japan</addrLine></address></meeting>
<imprint>
<date type="published" when="1999-11" />
</imprint>
<respStmt>
<orgName>Colloquium at Computer Science Department, University of Tokyo</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b253">
<analytic>
<title level="a" type="main">Speaker at Forum on Natural Language Understanding</title>
</analytic>
<monogr>
<title level="j">Intel Corp</title>
<imprint>
<date type="published" when="1999-04" />
</imprint>
<respStmt>
<orgName>Colloquium at Academia Sinica Institute of Information Science ; Colloquium at National Taiwan University ; Colloquium at Hughes Research Laboratories</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b254">
<monogr>
<title level="m" type="main">Colloquium at Human Interfaces Division, NEC Corporation</title>
<imprint>
<date type="published" when="1996-10" />
<pubPlace>Tokyo, Japan; Newark, DE</pubPlace>
</imprint>
<respStmt>
<orgName>Colloquium at Department of Computer Science, University of Delaware</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b255">
<analytic>
<title level="a" type="main">Presentation for the JASON Summer Study Program (Study Panel on Multimedia Human-Computer Communications)</title>
</analytic>
<monogr>
<title level="j">Canada</title>
<imprint>
<date type="published" when="1996-06" />
</imprint>
<respStmt>
<orgName>Two colloquia at Department of Computer Science, University of Waterloo</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b256">
<monogr>
<title level="m">Address to the Los Angeles chapter of the ACM Technical Activity Committee on Artificial Intelligence (TACART)</title>
<meeting><address><addrLine>Los Angeles, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="1996-04" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b257">
<monogr>
<title level="m">Address to the Los Angeles chapter of the ACM Special Interest Group on Human-Computer Interfaces (SIGCHI)</title>
<meeting><address><addrLine>Los Angeles, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="1996-02" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b258">
<analytic>
<title level="a" type="main">Colloquium at University of California at Riverside, CA</title>
</analytic>
<monogr>
<title level="j">Canada</title>
<imprint>
<date type="published" when="1994-09" />
</imprint>
<respStmt>
<orgName>Colloquium at Department of Computer Science, University of Pretoria, South Africa ; Colloquium at Max Planck Institute ; Colloquium at University of Utrecht ; Colloquium at State University of ; Colloquium at University of Maryland ; Colloquium at Department of Computer Science, University of Toronto</orgName>
</respStmt>
</monogr>
<note>Colloquium at Catholic University of Tilburg</note>
</biblStruct>
<biblStruct xml:id="b259">
<analytic>
<title level="a" type="main">Four colloquia at Departments of Computer Science</title>
</analytic>
<monogr>
<title level="j">Canada</title>
<imprint>
<biblScope unit="issue">2</biblScope>
<date type="published" when="1994-05" />
</imprint>
<respStmt>
<orgName>Colloquium at Department of Computer Science, University of Waterloo ; at University of Toronto and University of Waterloo, Canada</orgName>
</respStmt>
</monogr>
<note>Presentation at IFIP-NLP business meeting</note>
</biblStruct>
<biblStruct xml:id="b260">
<analytic>
<title level="a" type="main">Colloquium at University of Southern California</title>
</analytic>
<monogr>
<title level="j">Address to the Syracuse chapter of the ACM Special Interest Group on AI (SIGART)</title>
<imprint>
<date type="published" when="1991-11" />
</imprint>
<respStmt>
<orgName>Colloquium at Department of Philology, Universidad Complutense de Madrid, Spain ; Colloquium at Telematics Department, Politécnica de Madrid, Spain</orgName>
</respStmt>
</monogr>
<note>Colloquium at the University of Waterloo</note>
</biblStruct>
<biblStruct xml:id="b261">
<analytic>
<title level="a" type="main">DARPA (CALO program), via SRI. Part of larger CALO project component at ISI. $150,000 for one year</title>
<author>
<persName><surname>Calo-Nl</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">Concept Learning by Harvesting Unstructured Text</title>
<imprint>
<date type="published" when="2006-11" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b262">
<monogr>
<title level="m" type="main">Joint proposal with Dr. Ralph Weischedel (BBN), Prof. Mitch Marcus (UPenn) and Prof. Martha Palmer (U of Colorado). My portion of this grant $440,000 for 12 months</title>
<imprint>
<date type="published" when="2006-10" />
</imprint>
</monogr>
<note>The OntoBank for AGILE</note>
</biblStruct>
<biblStruct xml:id="b263">
<monogr>
<title level="m" type="main">Joint proposal with Dr. Ralph Weischedel (BBN). My portion of this grant $200,000 for 12 months</title>
<imprint>
<date type="published" when="2006-10" />
</imprint>
</monogr>
<note>Distillation research for AGILE</note>
</biblStruct>
<biblStruct xml:id="b264">
<monogr>
<title level="m" type="main">Part of proposal whose PIs are Prof. Peter Clarke (USC School of Communications) and Dr. Susan Evans (USC Medical School). ISI portion $90,000 over 2 years</title>
<author>
<persName><surname>Quick-Usda</surname></persName>
</author>
<author>
<persName><surname>Usda</surname></persName>
</author>
<imprint>
<date type="published" when="2006-04" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b265">
<analytic>
<title level="a" type="main">Reconciling and Regularizing the Omega Upper Model. Department of Defense via NSF. With Dr</title>
</analytic>
<monogr>
<title level="j">J.R</title>
<imprint>
<date type="published" when="2006-03" />
</imprint>
</monogr>
<note>Hobbs (ISI). $150,000 for one year</note>
</biblStruct>
<biblStruct xml:id="b266">
<monogr>
<title level="m" type="main">Natural Language Capabilities for ICT's SASO Virtual Agents. US Army (via subcontract to USC Institute for Creative Technologies). $399,400 for 2 years</title>
<imprint>
<date type="published" when="2005-11" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b267">
<monogr>
<title level="m" type="main">Möbius-seed: Knowledge Acquisition Verification and Correction. DARPA (via subcontract from SRI). $242,400 for 16 months</title>
<imprint>
<date type="published" when="2005-09" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b268">
<monogr>
<title level="m" type="main">U). $100,000 for 1 year (my portion of this is $25,000)</title>
<editor>Prof. Jamie Callan (CMU), and Prof. Steven Zavestoski</editor>
<imprint>
<date type="published" when="2005-09" />
<pubPlace>San Francisco</pubPlace>
</imprint>
<respStmt>
<orgName>Supplement to Language Processing Technology for Electronic Rulemaking. NSF. With Prof. Stuart Shulman (U of Pittsburgh</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b269">
<monogr>
<title level="m" type="main">Ralph Weischedel (BBN), Prof. Mitch Marcus (UPenn) and Prof. Martha Palmer (U of Colorado). My portion of this grant $330,000 for 12 months (with 4 additional annual options of $330,000 each)</title>
<imprint>
<date type="published" when="2005-07" />
</imprint>
</monogr>
<note>The OntoBank for AGILE</note>
</biblStruct>
<biblStruct xml:id="b270">
<monogr>
<title level="m" type="main">My portion of this grant $290,500 for 12 months (with 4 additional annual options of $350,000 each)</title>
<imprint>
<date type="published" when="2005-07" />
<pubPlace>Bonnie Dorr (U of Maryland</pubPlace>
</imprint>
</monogr>
<note>Joint proposal with Dr. Ralph Weischedel and Dr. Richard Schwartz (BBN) and Prof</note>
</biblStruct>
<biblStruct xml:id="b271">
<analytic>
<title level="a" type="main">DARPA (CALO program), via SRI. Part of larger CALO project component at ISI. $99,000 over 14 months</title>
<author>
<persName><surname>Calo-Nl</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">Harvesting from Unstructured Text</title>
<imprint>
<date type="published" when="2005-06" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b272">
<monogr>
<title level="m" type="main">Learning Ontological Knowledge in Stages by Reading. DARPA seedling project. $345,000 for 9 months</title>
<imprint>
<date type="published" when="2005-06" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b273">
<monogr>
<title level="m" type="main">Ontology Content Compression and Harmonization. Department of Defense via NSF. $95,500 for one year</title>
<imprint>
<date type="published" when="2005-05" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b274">
<analytic>
</analytic>
<monogr>
<title level="m">Information Agents, Text Extraction, and Data Integration for PSYOP. SOCOM (Department of Defense). With Dr. Craig Knoblock (the PI), Dr. Stacy Marsella, and Dr</title>
<imprint>
<biblScope unit="volume">2</biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b275">
<analytic>
<title level="a" type="main">Steve Minton (Fetch Inc.). $1.2 million (my portion of this grant $310,000) for 10 months</title>
<author>
<persName><forename type="first">Hans</forename><surname>Chalupsky</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">and Dr</title>
<imprint>
<date type="published" when="2005-04" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b276">
<monogr>
<title level="m" type="main">R&D in Natural Language Capabilities for ICT's MRE. US Army (via subcontract to USC Institute for Creative Technologies). $218,500 for 1 year</title>
<imprint>
<date type="published" when="2004-11" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b277">
<analytic>
</analytic>
<monogr>
<title level="m">Information Agents, Text Extraction, and Data Integration for PSYOP. SOCOM (Department of Defense). With Dr. Craig Knoblock (the PI), Dr. Stacy Marsella, and Dr</title>
<imprint>
<biblScope unit="volume">1</biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b278">
<analytic>
<title level="a" type="main">Steve Minton (Fetch Inc.). $607,500 (my portion of this grant $87,500) for six months</title>
<author>
<persName><forename type="first">Hans</forename><surname>Chalupsky</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">and Dr</title>
<imprint>
<date type="published" when="2004" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b279">
<analytic>
<title level="a" type="main">With Prof. Stuart Shulman (U of Pittsburgh), Prof. Jamie Callan (CMU), and Prof. Steven Zavestoski (San Francisco U). $1.1 million for 3 years</title>
</analytic>
<monogr>
<title level="m">Language Processing Technology for Electronic Rulemaking. NSF (Digital Government program)</title>
<imprint>
<date type="published" when="2004" />
</imprint>
</monogr>
<note>my portion of this is $355,000</note>
</biblStruct>
<biblStruct xml:id="b280">
<monogr>
<title level="m" type="main">Exploring Ontologies across Continents: A Collaboration Exploration between ISI and the EU's QUALEG Project. (QUALEG is a collaboration of 9 sites in Europe and Israel). NSF (Digital Government program). $93,000 for one year, supplement to ITR proposal</title>
<imprint>
<date type="published" when="2004" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b281">
<monogr>
<title level="m" type="main">R&D in Natural Language Capabilities for ICT's MRE. US Army (via subcontract to USC Institute for Creative Technologies). $212,500 for 1 year</title>
<imprint>
<date type="published" when="2004" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b282">
<monogr>
<title level="m" type="main">Large-scale Enrichment of Ontological Definitions to Support MT. Department of Defense via NSF. $350,000 for one year</title>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b283">
<monogr>
<title level="m" type="main">The Webclopedia (extension): Text Summarization and Summary Evaluation</title>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
<note>DARPA (TIDES program). $450,000 for 1 year</note>
</biblStruct>
<biblStruct xml:id="b284">
<monogr>
<title level="m">Interlingual Annotation of Multilingual Text Corpora. NSF. (Joint with five PIs</title>
<imprint>
<date type="published" when="2003" />
<biblScope unit="volume">168</biblScope>
</imprint>
<respStmt>
<orgName>at New Mexico State University, Columbia University, University of Maryland</orgName>
</respStmt>
</monogr>
<note>000 for one year</note>
</biblStruct>
<biblStruct xml:id="b285">
<monogr>
<title level="m" type="main">Automating the Integration of Heterogeneous Databases. NSF (Digital Government program). $900,000 over 3 years</title>
<author>
<persName><surname>Epa-Air</surname></persName>
</author>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b286">
<monogr>
<title level="m" type="main">SGER: A Testbed for eRulemaking Data. NSF SGER small exploratory grant (Digital Government program)</title>
<imprint>
<date type="published" when="2003" />
<biblScope unit="volume">100</biblScope>
<biblScope unit="page" from="0" to="1" />
</imprint>
<respStmt>
<orgName>Stuart Shulman, Drake University, Prof. Steven Zavestoski, University of San Francisco, and Dr. Jamie Callan, Carnegie Mellon University</orgName>
</respStmt>
</monogr>
<note>With Prof</note>
</biblStruct>
<biblStruct xml:id="b287">
<analytic>
<title level="a" type="main">Department of Defense, via NSF. $528,000 for 2 years</title>
</analytic>
<monogr>
<title level="m">Modeling Process and Change in Knowledge-Intensive Work Environments. (With Prof</title>
<meeting><address><addrLine>Dan O'Leary, USC Marshall School of Business</addrLine></address></meeting>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b288">
<monogr>
<title level="m" type="main">Rapid Development of Mission-Oriented Communication Skills. (PI: Dr. Lewis, Johnson, ISI). DARPA. $325K per year (for the language part only) for 3 years</title>
<author>
<persName><forename type="first">Training</forename><surname>Superiority</surname></persName>
</author>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b289">
<monogr>
<title level="m" type="main">R&D in Natural Language Capabilities for ICT. US Army (via subcontract to USC Institute for Creative Technologies). $292,500 for 1 year</title>
<imprint>
<date type="published" when="2003" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b290">
<monogr>
<title level="m" type="main">With Dr. Hans Chalupsky (ISI). $73,000 for 6 months</title>
<imprint>
<date type="published" when="2003" />
<publisher>Vulcan Inc</publisher>
</imprint>
</monogr>
<note>(via subcontractor to ISX)</note>
</biblStruct>
<biblStruct xml:id="b291">
<monogr>
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<biblStruct xml:id="b308">
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<biblStruct xml:id="b310">
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<biblStruct xml:id="b311">
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<title level="m" type="main">Guest lecturer in the Vilem Mathesius Lecture Series at the Charles University</title>
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<biblStruct xml:id="b312">
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<biblStruct xml:id="b313">
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<date type="published" when="1998-08" />
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<biblStruct xml:id="b315">
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<biblStruct xml:id="b316">
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<biblStruct xml:id="b318">
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<biblStruct xml:id="b319">
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<date type="published" when="1990-10" />
<pubPlace>Herrenberg, Germany</pubPlace>
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</biblStruct>
<biblStruct xml:id="b320">
<analytic>
<title level="a" type="main">Thesis: EUREEKA! Practical Exploitation of Emergent Knowledge</title>
</analytic>
<monogr>
<title level="m">External reader: Vit Novacek</title>
<meeting><address><addrLine>Galway, Ireland</addrLine></address></meeting>
<imprint>
<date type="published" when="2010" />
</imprint>
<respStmt>
<orgName>National University of Ireland</orgName>
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<biblStruct xml:id="b321">
<analytic>
<title level="a" type="main">External reader: Vasco Calais Pedro</title>
</analytic>
<monogr>
<title level="m">Thesis: Ontology Verification</title>
<meeting><address><addrLine>Pittsburgh</addrLine></address></meeting>
<imprint>
<date type="published" when="2009" />
</imprint>
<respStmt>
<orgName>Carnegie Mellon University</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b322">
<monogr>
<title level="m">Thesis: Rapid Prototyping and Evaluation of Dialogue Systems for Virtual Humans</title>
<imprint>
<date type="published" when="2009" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Sudeep Gandhe</note>
</biblStruct>
<biblStruct xml:id="b323">
<analytic>
<title level="a" type="main">Thesis: Resolving Named Entity Problems: From Recognition and Discrimination to Semantic Class Learning. External reader</title>
<author>
<persName><surname>Advisor</surname></persName>
</author>
</analytic>
<monogr>
<title level="m">Thesis: Query-Based Summarization</title>
<meeting><address><addrLine>Netherlands</addrLine></address></meeting>
<imprint>
<publisher>University of Twente</publisher>
<date type="published" when="2008" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles ; University of Alicante, Spain</orgName>
</respStmt>
</monogr>
<note>Thesis: Learning Paraphrases from Text</note>
</biblStruct>
<biblStruct xml:id="b324">
<analytic>
<title level="a" type="main">Thesis: Factorizing Information Extraction from Text Corpora. External reader: Marco Pennacchiotti</title>
</analytic>
<monogr>
<title level="m">Thesis: Recognizing Textual Entailment: Methods and Resources</title>
<meeting><address><addrLine>Rome, Italy</addrLine></address></meeting>
<imprint>
<date type="published" when="2007" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles ; University Tor Vergata</orgName>
</respStmt>
</monogr>
<note>Advisor: Donghui Feng</note>
</biblStruct>
<biblStruct xml:id="b325">
<monogr>
<title level="m">Thesis: Word Alignment for Statistical Machine Translation</title>
<imprint>
<publisher>Alex Fraser</publisher>
<date type="published" when="2007" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b326">
<analytic>
<title level="a" type="main">Advisor: Namhee Kwon</title>
</analytic>
<monogr>
<title level="m">Thesis: Text Understanding via Semantic Structure Analysis</title>
<imprint>
<date type="published" when="2007" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b327">
<monogr>
<author>
<persName><forename type="first">Advisor: Soo-Min</forename><surname>Kim</surname></persName>
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<title level="m">Thesis: Identification, Classification, and Analysis of Opinions on the Web</title>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b328">
<analytic>
<title level="a" type="main">Thesis: Creating Aligned Corpora. External reader: Roberto Navigli</title>
</analytic>
<monogr>
<title level="m">Thesis topic: Structural Semantic Interconnections: A Knowledge-Based Approach to Word Sense</title>
<meeting><address><addrLine>Rome, Italy</addrLine></address></meeting>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles ; University of Rome</orgName>
</respStmt>
</monogr>
<note>Committee member: Dragos Stefan Munteanu</note>
</biblStruct>
<biblStruct xml:id="b329">
<monogr>
<title level="m">Thesis: Modeling, Searching, and Explaining Interesting Instances in Multi-Relational Networks</title>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Committee member: Shou-de Lin</note>
</biblStruct>
<biblStruct xml:id="b330">
<monogr>
<author>
<persName><surname>Advisor</surname></persName>
</author>
<title level="m">Thesis: Discussion Summarization</title>
<imprint>
<publisher>Liang Zhou</publisher>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b331">
<monogr>
<title level="m">Thesis: NL Generation for Text-Based Applications using an Information-Slim Representation</title>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Committee member: Radu Soricut</note>
</biblStruct>
<biblStruct xml:id="b332">
<monogr>
<title level="m">Thesis: Learning, Search, and Features for Complex NL Problems: An Exploration in Coreference Resolution</title>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Committee member: Hal Daumé III</note>
</biblStruct>
<biblStruct xml:id="b333">
<monogr>
<title level="m">Thesis: Graph Transformations for Natural Language Processing</title>
<imprint>
<date type="published" when="2006" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Amsterdam</orgName>
</respStmt>
</monogr>
<note>Valentin Jijkoun</note>
</biblStruct>
<biblStruct xml:id="b334">
<monogr>
<author>
<persName><surname>Advisor: Deepak Ravichandran</surname></persName>
</author>
<title level="m">Thesis: Terascale Knowledge Acquisition</title>
<imprint>
<date type="published" when="2005-06" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b335">
<analytic>
<title level="a" type="main">Thesis: Automatic Construction of Ontologies. External reader: Mark Kantrowitz, never completed due to illness</title>
</analytic>
<monogr>
<title level="m">Thesis: Generating Language in a Simulated Multi-Agent World</title>
<meeting><address><addrLine>Barcelona, Spain; Pittsburgh</addrLine></address></meeting>
<imprint>
<date type="published" when="2004" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles ; LSI Software Department, Technical University of Catalonia (UPC ; Department of Computer Science, Carnegie Mellon University</orgName>
</respStmt>
</monogr>
<note>External reader: Javier Farreres</note>
</biblStruct>
<biblStruct xml:id="b336">
<analytic>
<title level="a" type="main">Thesis: English-to-Vietnamese Machine Translation</title>
</analytic>
<monogr>
<title level="m">External reader: Dien Dinh</title>
<meeting><address><addrLine>Ho Chi Minh City, Vietnam</addrLine></address></meeting>
<imprint>
<date type="published" when="2003-08" />
</imprint>
<respStmt>
<orgName>Ho Chi Minh University</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b337">
<monogr>
<title level="m">Thesis: Noun Phrase Translation</title>
<imprint>
<date type="published" when="2003-07" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Philipp Koehn</note>
</biblStruct>
<biblStruct xml:id="b338">
<monogr>
<title level="m">Thesis: Natural Language Generation using Probabilistic Models of Language</title>
<imprint>
<date type="published" when="2002-10" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
<note>Committee member: Irene Langkilde</note>
</biblStruct>
<biblStruct xml:id="b339">
<analytic>
<title level="a" type="main">Thesis: Accessing Spoken Interaction through Dialog Processing. External reader: Iliya Ovsiannikov</title>
</analytic>
<monogr>
<title level="m">Thesis: Génération Automatique de Résumés par Analyse Sélective. External reader: Latifur Khan</title>
<meeting><address><addrLine>New York</addrLine></address></meeting>
<imprint>
<date type="published" when="1998" />
</imprint>
<respStmt>
<orgName>Department of Computer Science, University of Southern California, Los Angeles ; Department of Computer Science, University of Karlsruhe, Germany ; Department of Neuroscience, University of Southern California, Los Angeles ; Departement d'informatique, University of Montreal, Canada ; Department of Computer Science, University of Southern California ; Department of Computer Science, University of Pretoria, South Africa ; Department of Computer Science, Columbia University</orgName>
</respStmt>
</monogr>
<note>Thesis: Automated Multi-Document Text Summarization</note>
</biblStruct>
<biblStruct xml:id="b340">
<analytic>
<title level="a" type="main">Thesis: Automatic Post-Editing of Documents. External reader: Dan Melamed</title>
</analytic>
<monogr>
<title level="m">Thesis: Statistical Methods for Multilingual Text Alignment</title>
<imprint>
<date type="published" when="1998" />
</imprint>
<respStmt>
<orgName>Computer Science Department, University of Southern California, Los Angeles ; Department of Computer Science, University of Pennsylvania, Philadelphia</orgName>
</respStmt>
</monogr>
<note>Ishwar Chander</note>
</biblStruct>
<biblStruct xml:id="b341">
<monogr>
<author>
<persName><surname>Co-Advisor</surname></persName>
</author>
<title level="m">Thesis: Topic Identification for Automated Text Summarization</title>
<imprint>
<publisher>Chin-Yew Lin</publisher>
<date type="published" when="1997" />
</imprint>
<respStmt>
<orgName>Electrical Engineering Department, University of Southern California, Los Angeles</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b342">
<monogr>
<author>
<persName><surname>Co-Advisor</surname></persName>
</author>
<title level="m">Thesis: Aggregation in Automated Language Generation and Sentence Planning</title>
<meeting><address><addrLine>Sweden</addrLine></address></meeting>
<imprint>
<publisher>Hercules Dalianis</publisher>
<date type="published" when="1996" />
</imprint>
<respStmt>
<orgName>Department of Computer and Systems Science, Royal Institute of Technology / Stockholm University</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b343">
<monogr>
<author>
<persName><surname>Co-Advisor</surname></persName>
</author>
<title level="m">Thesis: Automatic Cross-Language Proper Name Determination in Text using Robust Methods</title>
<imprint>
<publisher>Anthony Gallippi</publisher>
<date type="published" when="1996" />
</imprint>
<respStmt>
<orgName>Electrical Engineering Department, University of Southern California, Los Angeles</orgName>
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</monogr>
</biblStruct>
<biblStruct xml:id="b344">
<monogr>
<title level="m" type="main">Echizen-ya</title>
<author>
<persName><surname>Prof</surname></persName>
</author>
<author>
<persName><surname>Hiroshi</surname></persName>
</author>
<imprint>
<biblScope unit="page" from="2011" to="2012" />
<pubPlace>Hokkaido, Japan. One</pubPlace>
</imprint>
<respStmt>
<orgName>Hokkai-Gakuen University</orgName>
</respStmt>
</monogr>
</biblStruct>
<biblStruct xml:id="b345">
<monogr>
<title level="m" type="main">Beijing University of Posts and Telecommunications</title>
<author>
<persName><forename type="middle">Rui</forename><surname>Prof</surname></persName>
</author>
<author>
<persName><surname>Fan</surname></persName>
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<imprint>
<biblScope unit="page" from="2011" to="2012" />
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<biblStruct xml:id="b346">
<monogr>
<title level="m" type="main">One year</title>
<author>
<persName><forename type="first">Charles</forename><surname>Dr</surname></persName>
</author>
<author>
<persName><surname>Zhang</surname></persName>
</author>
<imprint>
<biblScope unit="page" from="2010" to="2011" />
<pubPlace>Shenyang, China</pubPlace>
</imprint>
<respStmt>
<orgName>Northeastern University</orgName>
</respStmt>
</monogr>
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<title level="m">International Joint Conference of Artificial Intelligence (IJCAI)</title>
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</imprint>
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<title level="m">First Conference on Digital Government</title>
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<title level="m">Conference chair</title>
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</analytic>
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<title level="m">AAAI-94 Machine Translation Showcase</title>
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</analytic>
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<imprint>
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<meeting><address><addrLine>Brno, Czech Republic</addrLine></address></meeting>
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<title level="a" type="main">Association for the Advancement of Artificial Intelligence (AAAI)</title>
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</imprint>
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</imprint>
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<date type="published" when="2008-05" />
</imprint>
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<imprint>
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<date type="published" when="2007-10" />
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<title level="m" type="main">Member of Program Committee, 11 th Machine Translation Summit</title>
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<pubPlace>Copenhagen, Denmark</pubPlace>
</imprint>
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<meeting><address><addrLine>Plzn, Czech Republic</addrLine></address></meeting>
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<date type="published" when="2007-09" />
</imprint>
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</imprint>
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<meeting><address><addrLine>Prague, Czech Republic</addrLine></address></meeting>
<imprint>
<date type="published" when="2007-06" />
</imprint>
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<meeting><address><addrLine>Boulder, CO</addrLine></address></meeting>
<imprint>
<date type="published" when="2007-03" />
</imprint>
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</imprint>
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</imprint>
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<imprint>
<date type="published" when="2006-11" />
</imprint>
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<meeting><address><addrLine>Krakow, Poland</addrLine></address></meeting>
<imprint>
<date type="published" when="2006-09" />
</imprint>
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<meeting><address><addrLine>Genoa, Italy</addrLine></address></meeting>
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<date type="published" when="2006-05" />
</imprint>
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<meeting><address><addrLine>New York, NY</addrLine></address></meeting>
<imprint>
<date type="published" when="2006-06" />
</imprint>
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</analytic>
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<meeting><address><addrLine>San Diego, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="2006-05" />
</imprint>
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<meeting><address><addrLine>Mexico City, Mexico</addrLine></address></meeting>
<imprint>
<date type="published" when="2006-02" />
</imprint>
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<idno>ICON- 05</idno>
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<meeting><address><addrLine>Hyderabad, India</addrLine></address></meeting>
<imprint>
<date type="published" when="2005-12" />
</imprint>
</monogr>
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<title level="m">Member of Program Committee, 18th annual Conference on Legal Knowledge and Information Systems conference</title>
<meeting><address><addrLine>Brussels, Belgium</addrLine></address></meeting>
<imprint>
<date type="published" when="2005-12" />
</imprint>
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<title level="a" type="main">Workshop on Linguistic Engineering Meets Cognitive Engineering in the Interface Design of Multimodal Systems, at CMI conference</title>
</analytic>
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<title level="m">Member of Program Committee</title>
<meeting><address><addrLine>Trento, Italy</addrLine></address></meeting>
<imprint>
<date type="published" when="2005-10" />
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b477">
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<title level="m">Member of Program Committee, Research in Applied Natural Language Processing</title>
<meeting><address><addrLine>Bulgaria</addrLine></address></meeting>
<imprint>
<date type="published" when="2005-10" />
</imprint>
</monogr>
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<title level="m">Member of Program Committee, Joint Conference of Human Language Technologies and Empirical Methods in NLP (HLT-EMNLP 2005</title>
<meeting><address><addrLine>Vancouver, Canada</addrLine></address></meeting>
<imprint>
<date type="published" when="2005-10" />
</imprint>
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<title level="m">Member of Program Committee, Third International Conference on Knowledge Capture (K-CAP 2005</title>
<meeting><address><addrLine>Banff, Canada</addrLine></address></meeting>
<imprint>
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<title level="m">the Sixth National Conference on Digital Government</title>
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<date type="published" when="2001-10" />
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<meeting><address><addrLine>Santiago de Compostela, Spain; Bulgaria; Helsinki, Finland; Toulouse, France; Pittsburgh, PA; Seoul, Korea</addrLine></address></meeting>
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<date type="published" when="2000-10" />
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<title level="a" type="main">Member of Organizing Committee, Workshop on Machine Translation Evaluation at the Fourth Conference of the Association for Machine Translation in the Americas (AMTA-2000)</title>
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<title level="m">Member of Program Committee, Workshop on Integration of Domain-Specific Knowledge Sources in NLP Applications. At second International Conference on Language Resources and Evaluation (LREC)</title>
<meeting><address><addrLine>Chicago, IL; Cuernavaca, Mexico; Berlin, Germany; Berlin, Germany; Saarbrücken, Germany; Athens, Greece; Athens, Greece</addrLine></address></meeting>
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<date type="published" when="2000-06" />
</imprint>
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<note>Member of Program Committee, Workshop on Applications of Ontologies and Problem Solving Methods at the European Conference for AI (ECAI)</note>
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<title level="a" type="main">Subject area chair of program committee</title>
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<title level="m">Member of Program Committee, Workshop on Automatic Summarization at the 6th Applied Natural Language Processing Conference ANLP</title>
<meeting><address><addrLine>Los Angeles, CA; Seattle, WA; Seattle, WA</addrLine></address></meeting>
<imprint>
<date type="published" when="2000-04" />
</imprint>
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<note>6th Applied Natural Language Processing Conference</note>
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<title level="a" type="main">Member of program committee, Natural Language Pacific Rim Symposium (NLPRS99)</title>
</analytic>
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<title level="m">Member of session review committee, 33rd Annual Hawaii International Conference on Systems Sciences (HICSS). Hawaii</title>
<meeting><address><addrLine>Beijing, China</addrLine></address></meeting>
<imprint>
<date type="published" when="1999-11" />
</imprint>
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<title level="a" type="main">Marianske Lazne, Czech Republic</title>
</analytic>
<monogr>
<title level="m">Member of program committee, Workshop on Ontologies and Problem-Solving Methods: Lessons Learned and Future Trends (at IJCAI-99)</title>
<meeting><address><addrLine>Stockholm, Sweden; Berkeley, CA</addrLine></address></meeting>
<imprint>
<date type="published" when="1999-08" />
</imprint>
</monogr>
<note>Member of program committee</note>
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<title level="m" type="main">Member of program committee, SIGLEX99 Workshop</title>
<imprint>
<date type="published" when="1999-06" />
</imprint>
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<title level="a" type="main">Member of program committee, European Workshop on Natural Language Generation</title>
</analytic>
<monogr>
<title level="m">Thematic Sessions: Neglected Languages, Corpus-Based Approaches to Discourse and Dialogue and Multilingual Information Retrieval. ACL Conference</title>
<title level="s">Workshop on Applications of Ontologies and Problem Solving Methods</title>
<meeting><address><addrLine>College Park, MD; Toulouse, France; Granada, Spain; Montreal, Canada; Brighton, UK</addrLine></address></meeting>
<imprint>
<date type="published" when="1998-06" />
<biblScope unit="page">98</biblScope>
</imprint>
</monogr>
<note>Member of program committee</note>
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<biblStruct xml:id="b539">
<analytic>
<title level="a" type="main">Member of program committee</title>
</analytic>
<monogr>
<title level="m">Workshop on Intelligent Multimodal Systems at the Fourth World Congress on Expert Systems</title>
<meeting><address><addrLine>Palo Alto, CA; Mexico City, Mexico; Phuket, Thailand</addrLine></address></meeting>
<imprint>
<date type="published" when="1997-12" />
</imprint>
<respStmt>
<orgName>Member of Scientific Review Committee ; AAAI Spring Symposium on Text Summarization. Stanford University</orgName>
</respStmt>
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<note>Member of program committee, Fourth Conference on NLP in the Pacific Rim (NLPRS-97). Member of program committee, Second Conference on Recent Advances in NLP (RANLP</note>
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<author>
<persName><forename type="first">Bulgaria</forename><surname>Sofia</surname></persName>
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<imprint>
<date type="published" when="1997-09" />
</imprint>
</monogr>
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<analytic>
<title level="a" type="main">Member of central program committee</title>
</analytic>
<monogr>
<title level="m">Member of program committee, Third International Conference on Knowledge Building & Knowledge Sharing: Principles of Information Technology (KB&KS-97)</title>
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