Cornelia CarageaF228 Discovery Park
Computer Science and Engineering
University of North Texas
Denton, TX 76203, USA
I am an Assistant Professor at University of North Texas in the Computer Science and Engineering department. My research interests are artificial intelligence, machine learning, information retrieval, and natural language processing, with applications to scholarly big data and digital libraries.
Several Research Assistantships Available: I am currently looking for smart and highly motivated PhD students. If you are a student interested in Natural Language Processing, Information Retrieval, or Machine Learning, and would like to work as a research assistant with me, please send me an email!
Summer 2016 Course on Knowledge Discovery in Information Networks at UniAndes: I taught a short summer course in the Department of Computer Science and Engineering at University of the Andes, Bogota, Colombia!
IJCAI-16 Workshop: Madian Khabsa, Sujatha Das Gollapalli, C. Lee Giles, Alex Wade and I co-chair The IJCAI-16 Workshop on Scholarly Big Data: AI Perspectives, Challenges and Ideas.
Lucas Sterckx, Cornelia Caragea, Thomas Demeester, and Chris Develder. "Supervised Keyphrase Extraction as Positive Unlabeled Learning." In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), Austin, Texas, USA, 2016. [pdf]
Ashwini Tonge and Cornelia Caragea. "Image Privacy Prediction Using Deep Features." In: Proceedings of the 30th American Association for Artificial Intelligence (AAAI 2016), Student Abstract and Poster Program, Phoenix, Arizona, USA, 2016. [pdf]
Cornelia Caragea, Florin Bulgarov, and Rada Mihalcea. "Co-Training for Topic Classification of Scholarly Data." In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), Lisbon, Portugal, 2015. [pdf] [slides]
Sujatha Das Gollapalli and Cornelia Caragea. "Extracting Keyphrases from Research Papers using Citation Networks." In: Proceedings of the 28th American Association for Artificial Intelligence (AAAI 2014), Quebec City, Quebec, Canada, 2014. Full Oral Presentation. [pdf][slides]
Cornelia Caragea, Florin Bulgarov, Andreea Godea, and Sujatha Das Gollapalli. "Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach." In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), Doha, Qatar, 2014. [pdf]
Cornelia Caragea, Jian Wu, Alina Ciobanu, Kyle Williams, Juan Fernandez-Ramirez, Hung-Hsuan Chen, Zhaohui Wu, and C. Lee Giles. “CiteSeerX: A Scholarly Big Dataset.” In: Proceedings of the 36th European Conference on Information Retrieval (ECIR 2014), Amsterdam, Netherlands, 2014. [pdf] [slides] [link to project website]
Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, and C. Lee Giles. "Researcher Homepage Classification using Unlabeled Data." In: Proceedings of the 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil, 2013. [pdf]
Cornelia Caragea, Adrian Silvescu, and Prasenjit Mitra. "Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces." In: Proceedings of the American Association for Artificial Intelligence (AAAI 2012), Toronto, Ontario, Canada, 2012. [pdf]
Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, and C. Lee Giles. "Context Sensitive Topic Models for Author Influence in Document Networks." In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Spain, 2011. [pdf]