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faculty research

Eleni Miltsakaki

Lecturer
 

Education
1988: B.A., English and American Language and Literature, Aristotle University of Thessaloniki
1991: M.A., Applied Linguistics, University of Essex
2003: Ph.D., Linguistics, University of Pennsylvania

Areas of Expertise
Advanced learning technologies
Language understanding and production
Discourse

Professional Biography
Prior to receiving her Ph.D. in Linguistics at the University of Pennsylvania, Dr. Miltsakaki had a ten-year career in second/foreign language education. As a director of studies in foreign language schools in Athens, Greece, Dr. Miltsakaki worked extensively on curriculum development and teacher training. During this time, she focused on cognitive aspects of learning and the development of learner-centered methodologies for the teaching of language fluency.

Dr. Miltsakaki’s dissertation was in the area of computational linguistics, with a special emphasis on understanding aspects of coherence in discourse. As a research associate with the natural language processing group of Educational Testing Services, Dr. Miltsakaki work focused on automating the evaluation of coherence in student essays for automated essay-scoring systems. Upon receiving her Ph.D., Dr. Miltsakaki worked at the Institute of Research in Cognitive Science (IRCS) at the University of Pennsylvania; her work there focused on improving models of discourse coherence with an emphasis on the role and use of discourse connectives. As a research associate at IRCS, she co-supervised the development of the Penn Discourse Treebank, a large-scale annotation of discourse connectives.

Research Interests and Current Projects
Dr. Miltsakaki’s work has focused on natural language understanding and natural language production. Her work has a strong interdisciplinary component cutting across linguistics, psychology, and computer science. Her major publications are in the areas of anaphora resolution, discourse parsing, and educational technologies. Her current research interests are in advanced learning technologies with a special focus on the unique role that technological advances can play in building on core competencies of educational institutions. She is particularly interested in the learning benefits of smart student portfolios.

Selected Publications
Miltsakaki, E. (In press). Not all subjects are born equal: A look at complex sentence structure. In Edward Gibson & Neal Perlmutter, (Eds.), The Processing and Acquisition of Reference. Cambridge, MA: MIT Press.

Miltsakaki, E., Prasad, R., Joshi, A., & Webber, B. (2004). The Penn Discourse Treebank. In 4th International Conference on Language Resources and Evaluation (LREC 2004), Lisbon.

Miltsakaki, E., & and Kukich, K. (2004). Evaluation of text coherence for electronic essay scoring systems. Natural Language Engineering, 10(1).

Forbes, K., Miltsakaki, E., Prasad, R., Sarkar, A., Joshi, A., & Webber, B. (2003). D-LTAG system: Discourse parsing with a lexicalized tree adjoining grammar. Journal of Logic, Language and Information, 12(3), 2003.

Miltsakaki, E. (2002). Towards an aposynthesis of topic continuity and intra-sentential anaphora. Computational Linguistics, 28(3):319–355.

Miltsakaki, E., & Kukich, K. (2000). The role of Centering theory’s rough shift in the teaching and evaluation of writing skills. In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL 2000), Hong Kong, 408–415.

 

University of Pennsylvania