Zornitsa Kozareva – Curriculum Vitae Contact Information Yahoo! Inc. 700 First Avenue, Building E Sunnyvale, CA http://www.kozareva.com Research Interests Large Scale Knowledge Acquisition, Semantics, Information Extraction, Sentiment Analysis, Metaphors and Graph Algorithms Work Experience Senior Research Scientist Yahoo! Inc. Sunnyvale, CA Research Assistant Professor Computer Science Department University of Southern California Los Angeles, CA Research Scientist Information Sciences Institute Marina del Rey, CA Education Internships September, 2011 – January, 2014 August, 2009 – January, 2014 Ph.D., Computer Science University of Alicante Alicante, Spain October 2004 – February 2009 B.Sc., Computer Science University of Plovdiv Plovdiv, Bulgaria October 2000 – July 2004 Research Intern Information Sciences Institute Marina del Rey, CA August, 2007 – August, 2008 Research Intern University of Sheffield United Kingdom April, 2007 – May, 2007 Research Assistant University of Wolverhampton United Kingdom April, 2004 – July, 2004 Research Assistant New University of Lisbon Portugal Research Grants Obtained January, 2014 – currently March, 2003 – August, 2003 Funding Agency: IARPA Grant: MICS: Metaphor Interpretation for Cultural Schemas Total Funding: $12,784,041.00 Duration: 5 years Investigator Zornitsa Kozareva is a Co-PI, ISI/USC Teaching Experience Instructor January, 2013 – May, 2013 CS544 Applied Natural Language Processing University of Southern California, Los Angeles http://www.isi.edu/natural-language/teaching/cs544/spring13/index.html Instructor January, 2012 – May, 2012 CS544 Introduction to Natural Language Processing University of Southern California, Los Angeles http://www.isi.edu/natural-language/teaching/cs544/spring12/index.html Instructor January, 2011 – May, 2011 CS544 Introduction to Natural Language Processing University of Southern California, Los Angeles http://www.isi.edu/natural-language/teaching/cs544/spring11/index.html Instructor Information Extraction at Reconnect Summer Tutorial Program http://ccicada.org/Reconnect/2010/ June, 2010 Instructor January, 2010 – May, 2010 CS544 Introduction to Natural Language Processing University of Southern California, Los Angeles http://www.isi.edu/natural-language/teaching/cs544/spring10/index.html Teaching Assistant Probability Theory and Mathematical Statistics Plovdiv University, Bulgaria Tutorials January, 2004 – March, 2004 • Knowledge Acquisition from the Web and Social Media at the International Conference on Intelligent User Interfaces (IUI 2013), Santa Monica, March 2013 • Web Knowledge Extraction and Applications at the Recent Advances in Natural Language Processing Conference (RANLP 2011), Bulgaria, September 2011 Invited Talks • Multilingual Sentiment Analysis of Metaphor-Rich Texts, Sentiment Analysis Symposium, New York, May 2013. • Knowledge Extraction and Taxonomization from the Web, City University New York (CUNY), May 2013. • Learning and Inducing Lexical Taxonomies from Scratch, UCLA, Los Angeles, January 2013. • Learning Arguments, Supertypes and Selectional Restrictions of Semantic Relations, University of Utah, Salt Lake City, May 2011. • Graph-based Knowledge Acquisition using the Web as Corpus, eBay, San Jose, February 2011. • Cause-Effect Relation Learning from the Web, ICT, February 2011. • Learning the Encyclopedia of the World using the Web, USC, January 2011. • Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs, Plovdiv University, Bulgaria, January 2009. • Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs, Yahoo! Labs Barcelona, Spain, December 2008. • Techniques for information extraction and visualization, Soria, Spain, July, 2008. • The Role and Resolution of Textual Entailment in Natural Language Processing, University of Sheffield, United Kingdom, May 2007. • Named Entity Recognition using machine learning, Joint Research Center of European Commission, Italy, September 2005. Conference Organizer Conference Organizer of Reconnect, June 6-12, 2010. Workshop Organizer Workshop Workshop Workshop Workshop Scientific Challenge Organizer SemEval 2013 Challenge Organizer “Sentiment Analysis on Twitter” SemEval 2013 Challenge Organizer “Free Paraphrases of Noun Compounds” SemEval 2012 Challenge Organizer “Choice Of Plausible Alternatives (COPA)” SemEval 2010 Challenge Organizer “Multi-Way Classification of Semantic Relation Between Pairs of Nominals” Seminar Organizer Seminar Organizer USC/ISI, August 2010 - September 2011 Olympiad Organizer Organizer of the North American Computational Linguistics Olympiad (NACLO 2013) for high school students SoCal Awards RANLP’2011 Young Researcher Award, 2011 PhD with Cum Laude, University of Alicante, Spain, February 2009 Project Participation Organizer Organizer Organizer Organizer “Graph-based Methods for Natural Language Processing” (EMNLP 2013) “Metaphor in Natural Language Processing” (NAACL 2013) “Information Extraction and Knowledge Acquisition” (RANLP 2011) “Relational Models of Semantics” (ACL 2011) • • • • MICS: Metaphor Interpretation for Cultural Schemas. Funding Entity: IARPA eRule-BIRD: A Framework for Multidimensional Analysis of Text. Funding Entity: NSF MRP-BBN: Learning by Reading. Funding Entity: (DARPA) Text-Mess: Intelligent, Interactive and Multilingual Text Mining. Developed at University of Alicante, Spain. Funding Entity: CICYT (TIN2006-15265-C06-01) Spanish Ministry of Education. Total Funding Amount: 266.200 euro • R2D2: Question Answering in Digital Documents. Developed at University of Alicante, Spain. Funding Entity: CICYT (TIC2003-07158-C04) Spanish Ministry of Education. Total Funding Amount: 190.440 euro • Development of a multilingual ontology in the medical-pharmatological domain. Developed at University of Alicante, Spain. Funding Entity: Spanish Ministry of Health and Consumption. Total Funding Amount: 8.330 euro • New Computer Technologies for Access to Vast Arrays of Multilingual Information. Developed at New University of Lisbon, Portugal. Project Type: ICI (R&D in collaboration with international companies). Funding Entity: European Commission - Research Directorate General (RTD). Total Funding Amount: 21.648 euro Services to Government Agencies National Science Foundation Grant Reviewer, USA, 2013 European Commission Grant Reviewer, Brussels, Belgium, 2012 National Science Foundation Grant Reviewer, USA, 2012 Research Grant Council (RGC) Grant Reviewer, Hong Kong, 2011 National Science Foundation Grant Reviewer, USA, 2010 Chair Workshop Chair EMNLP 2015 Area Chair ACL 2015 Program Committee 2014: ACL, EMNLP, COLING, EACL, AAAI 2013: ACL (serving Lexical Semantics and Ontologies, NLP and Creativity, NLP for the Web and Social Media tracks), WWW, AAAI, CIKM (demo track), *SEM (serving entailment and lexical semantics tracks), K-CAP, RANLP, GSCL, NLDB, EPIA, WASSA, IJCNLP 2012: ACL, NAACL, AAAI, EMNLP-CoNLL, EACL (served the Text Mining and NLP Applications, Semantics, and Sentiment Analysis and Opinion Mining tracks), Coling, WWW, LREC, NLDB, NAACL student workshop, EACL student workshop, TextGraphs-7 Graph-based Methods for Natural Language Processing (ACL workshop), The Peoples Web meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP (ACL workshop), Computational Approaches to Subjectivity and Sentiment Analysis (EACL workshop) 2011: IJCNLP, EMNLP, NLDB, AAAI, ACL, IJCAI, Search and Mining User generated Contents (CIKM workshop), GEMS: GEometrical Models of Natural Language Semantics (EMNLP workshop), MWE: Workshop on Multiword Expressions (ACL workshop), Computational Approaches to Subjectivity and Sentiment Analysis (ACL workshop), ICLWorkshop (SEPLN) 2010: EMNLP, Search and Mining User-generated Contents (CIKM workshop), SemEval-2, LREC, Multiword Expressions (COLING workshop), Computational Approaches to Analysis and Generation of Emotion in Text (NAACL workshop), Semantic Search (NAACL workshop) 2009: EMNLP, MSM, EACL 2008: CLEF, CITII 2007: ACL (student research workshop), EUROLAN (doctoral consortium) 2006: EACL (student research workshop) Reviewer 2014: Transactions of the Association for Computational Linguistics 2014: Journal of Affective Computing 2012: Journal of Computational Linguistics 2011: Journal of Natural Language Engineering, Guest Editor; Journal of Language Resources and Evaluation for the Special Issue on WordNets and Relations, Journal of Language Resources and Evaluation for the Special Issue on SemEval-2010 (2011), Journal of Language Resources and Evaluation, Special Issue on ShortTexts, Journal of Transactions on Speech and Language Processing 2010: Journal of Artificial Intelligence, Journal of Transactions on Intelligent Systems and Technology, Journal of Computational Sciences, Journal of Data and Knowledge Engineering, Journal of Computational Intelligence, COLING 2009: Journal of Natural Language Engineering, Journal of Web Semantics, Journal New Generation Computing, RANLP 2008: NLP-KE, CICLing, INS-Information Sciences Journal, DATAK-Data and Knowledge Engineering Journal 2007: NLDB, SemEval (Affective Text), SemEval (Web People Search), RANLP, SEPLN, MICAI 2005: RANLP,NLDB 2004: EsTAL 2004 List of Publications Book Chapters 1. Zornitsa Kozareva. Simple, Fast and Accurate Taxonomy Learning. In Theory and Applications of Natural Language Processing, Springer Verlag ISSN: 2192-032X, 2014 2. Oscar Ferr´ andez, Zornitsa Kozareva, Antonio Toral, Rafael Mu˜ noz and Andres Montoyo. Tackling Haremn’s Portuguese Named Entity Recognition task with Spanish resources. In Reconhecimento de entidades mencionadas em portugus /editors Diana Santos and Nuno Cardoso/, Linguateca ISBN 978-989-20-0731-1, Chapter 11, pp. 137-144, November 2007 Journal Articles 1. Zornitsa Kozareva and Eduard Hovy. Tailoring the Automated Construction of Large-Scale Taxonomies using the Web, in Journal of Language Resources and Evaluation (LRE journal), 2013 2. Zornitsa Kozareva, Oscar Ferr´andez, Andres Montoyo, Rafael Mu˜ noz, Armando Suarez and Jaime Gomez. Combining data-driven systems for improving Named Entity Recognition. In Journal Data and Knowledge Engineering (JDKE journal), Volume 61, number 3, pp. 449-466, April 2007 Refereed International Conference Proceedings 1. Zornitsa Kozareva, Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts. to appear in Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Bulgaria [acceptance rate: 26%] 2. Laura M. Smith, Linhong Zhu, Kristina Lerman and Zornitsa Kozareva, The Role of Social Media in the Discussion of Controversial Topics. in Proceedings of the ASE/IEEE International Conference on Social Computing, 2013, (SocialCom 2013), Washington D.C., USA [acceptance rate: 9.9%] 3. Jihie Kim, Jaebong Yoo, Ho Lim, Huida Qiu, Zornitsa Kozareva and Aram Galstyan, Sentiment Prediction using Collaborative Filtering. to appear in Proceedings of the 7th International Conference on Weblogs and Social Media (ICWSM 2013), Boston, USA 4. Zornitsa Kozareva, Learning Verbs on the Fly. in Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), India [acceptance rate: 27%] 5. Zornitsa Kozareva, Konstantin Voevodski and Shanghua Teng, Class Label Enhancement via Related Instances. in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), Edinburgh, Scotland, UK [acceptance rate: 24%] 6. Zornitsa Kozareva and Eduard Hovy, Insights from Network Structure for Text Mining. in Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011), Portland [acceptance rate: 26%] 7. Preslav Nakov and Zornitsa Kozareva, Combining Relational and Attributional Similarity for Semantic Relation Classification. in Proceedings of the Conference on Recent Advances in Natural Language Processing (RANLP 2011), Bulgaria [acceptance rate: 17%] 8. Zornitsa Kozareva and Eduard Hovy, A Semi-Supervised Method to Learn and Construct Taxonomies using the Web. in Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), Boston, October 2010 [acceptance rate: 25%] 9. Zornitsa Kozareva and Eduard Hovy, Learning Arguments and Supertypes of Semantic Relations using Recursive Patterns. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), Sweden, July 2010 [acceptance rate: 25%] 10. Zornitsa Kozareva and Eduard Hovy, Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds. In Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL/HLT 2010), Los Angeles, June 2010 [acceptance rate: 31%] 11. Eduard Hovy, Zornitsa Kozareva and Ellen Riloff. Toward Completeness in Concept Extraction and Classification. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), Singapore, August 2009 [acceptance rate: 34%] 12. Alexandra Balahur, Zornitsa Kozareva and Andres Montoyo. Determining the Polarity and Source of Opinions Expressed in Political Debates. In Proceedings of Tenth International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2009), Mexico City, Mexico, March 2009 [acceptance rate: 26%] 13. Zornitsa Kozareva, Rumen Moraliyski and Gael Dias. Web People Search with Domain Ranking. In Proceedings of 11th International Conference on Text, Speech and Dialogue (TSD 2008), Brno, Czech Republic, September 2008 [acceptance rate: 45%] 14. Zornitsa Kozareva, Ellen Riloff and Eduard Hovy. Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs. In Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, (ACL-HLT 2008), Columbus, USA, June 2008 [acceptance rate: 25%] 15. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. Domain Information for Finegrained Person Name Categorization. In Proceedings of the Ningth International Conference on Intelligent Text Processing and Computational Linguistics, (CICLing 2008), Lecture Notes in Computer Science, Haifa, Israel, February 2008 [acceptance rate: 26%] 16. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. Discovering the Underlying Meanings and Categories of a Name through Domain and Semantic Information. In Proceedings of the Conference on Recent Advances in Natural Language Processing (RANLP 2007), Borovetz, Bulgaria, September 2007 17. Sonia Vazquez, Zornitsa Kozareva and Andres Montoyo. How can Context and Semantic Information help a Machine Learning Word Sense Disambiguation system. In Proceedings of 6th Mexican International Conference on Artificial Intelligence, (MICAI 2007), Mexico 18. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. Multilingual Name Disambiguation with Semantic Information. In Proceedings of the 10th International Conference on Text, Speech and Dialogue (TSD 2007), Lecture Notes in Artificial Intelligence, Pilsen, Czech Republic, September 2007 19. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. The Usefulness of Conceptual Representation for the Identification of Semantic Variability Expressions. In Proceedings of the Eighth International Conference on Intelligent Text Processing and Computational Linguistics, (CICLing 2007), Lecture Notes in Computer Science, Mexico City, February 2007 [acceptance rate: 29.6%] 20. Zornitsa Kozareva and Andres Montoyo. An approach for Textual Entailment Recognition based on Stacking and Voting. In Proceedings of 5th Mexican International Conference on Artificial Intelligence (MICAI 2006), Lecture Notes in Artificial Inteligence, Mexico, November 2006 21. Sonia Vazquez, Zornitsa Kozareva and Andres Montoyo. Textual Entailment beyond Semantic Similarity Information. In Proceedings of 5th Mexican International Conference on Artificial Intelligence (MICAI 2006), Lecture Notes in Artificial Inteligence, Mexico, November 2006 22. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. The effect of Semantic Knowledge Expansion to Textual Entailment Recognition. In Proceedings of the 9th International Conference on Text, Speech and Dialogue (TSD 2006), Lecture Notes in Artificial Intelligence, Brno, Czech Republic, September 2006 23. Zornitsa Kozareva and Andres Montoyo. Paraphrase Identification on the basis of Supervised Machine Learning Techniques. In Proceedings of the 5th International Conference on Natural Language Processing (FinTAL 2006), Lecture Notes in Artificial Intelligence, Turku, Finland, August 2006 24. Zornitsa Kozareva and Andres Montoyo. The Role and Resolution of Textual Entailment in Natural Language Processing Applications. In Proceedings of the 11th International Conference on Applications of Natural Language to Information Systems (NLDB 2006), Lecture Notes in Computer Science, Klagenfurt, Austria, May 2006 25. Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornitsa Kozareva, Thamar Solorio. An Unsupervised Language Independent Method of Name Discrimination Using Second Order Co-occurrence Features. In Proceedings of the Seventh International Conference on Intelligent Text Processing and Computational Linguistics, (CICLing 2006), Lecture Notes in Computer Science [acceptance rate: 30.4%] 26. Zornitsa Kozareva. Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists. In Proceedings of EACL student session (EACL 2006), Trento, Italy, April 2006 [acceptance rate: 27%] 27. Zornitsa Kozareva, Boyan Bonev and Andres Montoyo. Self-training and Co-training applied to Spanish Named Entity Recognition. In Proceedings of 4th Mexican International Conference on Artificial Intelligence (MICAI 2005), Lecture Notes in Artificial Inteligence, Monterrey, Mexico, November 2005 28. Zornitsa Kozareva, Oscar Ferr´andez, Andres Montoyo, Rafael Mu˜ noz and Armando Suarez. Combining data-driven systems for improving Named Entity Recognition. In Proceedings of Natural Language and Data Bases (NLDB 2005), Vol LNCS3513 of Lecture Notes in Computer Science, pp. 80-90, Springer, Alicante, Spain, May 2005 29. Zornitsa Kozareva, Joaquim Ferreira da Silva, Pablo Gamallo and Gabriel Pereira Lopes. Cluster analysis of named entities. In Proceedings of the International IIS:IIPWM Conference (IIPWM 2004), Lecture Notes in Artificial Inteligence, Zakopane, Poland, May 2004 30. Joaquim Ferreira da Silva, Zornitsa Kozareva and Gabriel Pereira Lopes. Cluster Analysis and Classification of Named Entities. In Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, May 2004 31. Joaquim Ferreira da Silva, Zornitza Kozareva, Veska Noncheva and Gabriel Pereira Lopes. Extracting named entities. A statistical approach. In Proceedings of the Conf´erence de Traitement de Language Naturel (TALN 2004), Marrocos, Abril 2004 Refereed National Conferences 1. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. The Influence of Context during the Categorization and Discrimination of Spanish and Portuguese Person Names. In Journal Procesamiento del Lenguaje Natural, (SEPLN 2007), Sevilla, Spain, September 2007 2. Sonia Vazquez, Zornitsa Kozareva and Andres Montoyo. Contribuci´on de la informaci´ on sem´ antica en un sistema de aprendizaje autom´atico para resolver la implicaci´on textual. In Journal Procesamiento del Lenguaje Natural, (SEPLN 2006), Zaragoza, Spain, September 2006 3. Oscar Ferr´ andez, Zornitsa Kozareva, Andres Montoyo and Rafael Mu˜ noz. Nerua: sistema de detecci´ on y clasificaci´on de entidades utilizando aprendizaje autom´atico. In Journal Procesamiento del Lenguaje Natural, (SEPLN 2005), Granada, Spain, September 2005 Refereed Symposium 1. Zornitsa Kozareva, Eduard Hovy and Ellen Riloff. Learning and Evaluating the Content and Structure of a Term Taxonomy. In AAAI 2009 Spring Symposium on Learning by Reading and Learning to Read, Stanford, USA, March 2009 Refereed International Workshops 1. Ekaterina Shutova, Beata Beigman Klebanov, Joel Tetrault and Zornitsa Kozareva (editors). Proceedings of NAACL-HLT 2013 Workshop on Metaphor in NLP. Atlanta, GA 2. Preslav Nakov, Zornitsa Kozareva, Alan Ritter, Sara Rosenthal, Veselin Stoyanov, and Theresa Wilson, Semeval-2013 Task 2: Sentiment Analysis in Twitter. in Proceedings of the SemEval-2013 Workshop (SemEval 2013), Atlanta, GA 3. Iris Hendrickx, Zornitsa Kozareva, Preslav Nakov, Diarmuid Saghdha, Stan Szpakowicz and Tony Veale, SemEval-2013 Task 4: Free Paraphrases of Noun Compounds. in Proceedings of the SemEval-2013 Workshop (SemEval 2013), Atlanta, GA 4. Zornitsa Kozareva, Cause-Effect Relation Learning. in Proceedings of the TextGraph-7 Workshop (ACL 2012), Korea 5. Andrew Gordon, Zornitsa Kozareva and Melissa Roemmele, SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning. in Proceedings of the SemEval-2012 Workshop, Montreal, Canada 6. Zornitsa Kozareva and Sujith Ravi, Unsupervised Name Ambiguity Resolution Using A Generative Model. in Proceedings of Workshop on Unsupervised Learning in NLP (EMNLP 2011), Edinburgh, Scotland, UK 7. Zornitsa Kozareva and Eduard Hovy, Learning Temporal Information for States and Events. in Proceedings of the Workshop on Semantic Annotation for Computational Linguistic Resources (ICSC 2011), Stanford 8. Preslav Nakov, Zornitsa Kozareva, Kuzman Ganchev, Jerry Hobbs (editors). Proceedings of the RANLP 2011 Workshop on Information Extraction and Knowledge Acquisition. Bulgaria 9. Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Saghdha, Sebastian Pad, Stan Szpakowicz (editors). in Proceedings of the ACL 2011 Workshop on Relational Models of Semantics, Association for Computational Linguistics. 91 pages. ISBN 978-1-932432-98-5, Portland 10. Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Saghdha, Sebastian Pad, Marco Pennacchiotti, Lorenza Romano and Stan Szpakowicz. SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals. In Proceedings of the SemEval-2 Workshop (SemEval-2 2010), Sweden, July 2010. 11. Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid O Seaghdha, Sebastian Pado, Marco Pennacchiotti, Lorenza Romano and Stan Szpakowicz. Multi-Way Classification of Semantic Relations Between Pairs of Nominals. In Proceedings of the NAACL-HLT09 Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-09), Boulder, USA, May 2009 12. Zornitsa Kozareva and Andres Montoyo. UniAli: Building a Resource Independent System for Italian Named Entity Recognition. In Rivista dell’Associazione Italiana per l’Intelligenza Artificiale AI*IA, (EVALITA 2007), Rome, Italy, September 2007 13. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. A Language Independent Approach for Name Categorization and Discrimination. In Proceedings of the ACL 2007 Workshop on Balto-Slavonic Natural Language Processing, Prague, Czech Republic, June 2007 14. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. UA-ZSA: Web Page Clustering on the basis of Name Disambiguation. In Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval), Prague, Czech Republic, June 2007 15. Zornitsa Kozareva, Borja Navarro, Sonia Vazquez and Andres Montoyo. UA-ZBSA: A Headline Emotion Classification through Web Information. In Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval), Prague, Czech Republic, June 2007 16. Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornitsa Kozareva, Thamar Solorio. Improving Name Discrimination : A Language Salad Approach. In Proceedings of the EACL 2006 Workshop on Cross-Language Knowledge Induction, Trento, Italy, April 2006 17. Zornitsa Kozareva, Sonia Vazquez and Andres Montoyo. University of Alicante at QACLEF2006: Answer Validation Exercise. In Working notes of CLEF - ECDL 2006, AVE Workshop, Alicante, Spain, September 2006 18. Manuel Garc´ıa-Vega, Miguel A. Garca-Cumbreras, L. Alfonso Ure˜ na-L´opez, Jos´e M. PereaOrtega, F. Javier Ariza-L´opez, Oscar Ferr´andez, Antonio Toral, Zornitsa Kozareva, Elisa Noguera, Andr´es Montoyo, Rafael Mu˜ noz, Davide Buscaldi and Paolo Rosso. R2D2 at GeoCLEF 2006: A Combined Approach. In Working notes of CLEF - ECDL 2006, GeoCLEF Workshop, Alicante, Spain, September 2006 19. Antonio Toral, Oscar Ferr´andez, Elisa Noguera, Zornitsa Kozareva, Andres Montoyo and Rafael Mu˜ noz. GIR with Geographic Query Expansion. In Working notes of CLEF - ECDL 2006, GeoCLEF Workshop, Alicante, Spain, September 2006 20. Zornitsa Kozareva and Andres Montoyo. MLEnt: The Machine Learning Entailment System of the University of Alicante. In Proceedings of the PASCAL Challenges Workshop on Recognising Textual Entailment, Venice, Italy, April 2006 21. Oscar Ferr´ andez, Zornitsa Kozareva, Antonio Toral, Elisa Noguera, Andres Montoyo, Rafael Mu˜ noz and Fernando Llopis. University of Alicante at GeoCLEF 2005. In Working notes of CLEF 2005, GeoCLEF Workshop, Viena, Austria, September 2005 Computer Skills Languages: Perl, Python, Unix shell script. Operating Systems: Linux, Mac OS, Windows. Languages Native speaker of Bulgarian. Fluent in English and Spanish.
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