Meladel Mistica

Dr

20082013
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Personal profile

Biography

My research interests lie in language and knowledge representation for NLP (Natural Language Processing) pipelines. I specialise in low-resource, low data machine learning systems for NLP.

Much of my experience has been in industry working on natural language processing and understanding for dialogue systems at Intel (2014-2018), where I researched and developed projects such as parse ranking, intent identification, and semantic re-phrasing. I have also worked as a data scientist in Search Experience and Quality at Chegg (2018-2019) in the San Francisco Bay Area.

 

 

** Research Output Erratum **

The publisher's details for the OSCE paper below (Mistica, 2008) should not be "Stroudsberg USA: Association for Computational Linguistics" but instead "Manchester, UK: International Committee on Computational Linguistics Conferernce (COLING)" 

Unfortunately this cannot be fixed in the system.

Education/Academic qualification

Doctor of Philosophy, Australian National University

Keywords

  • Natural Language Processing
  • Computational Linguistics
  • Syntax
  • Artificial intelligence
  • Low Resource NLP
  • Knowledge Representation
  • Grammar Formalisms
  • Dialogue
  • Natural Language Interfaces

Research Output 2008 2013

  • 2 Conference Paper

ParGramBank: The ParGram parallel treebank

Sulger, S., Butt, M., King, T. H., Meurer, P., Laczkó, T., Rákosi, G., Dione, C. B., Dyvik, H., Rosén, V., De Smedt, K., Patejuk, A., Çetinoǧlu, Ö., Arka, I. W. & Mistica, M., 1 Jan 2013, 51st Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference. Sofia, Bulgaria: Association for Computational Linguistics (ACL), Vol. 1. p. 550-560 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Applying discourse analysis and data mining methods to spoken OSCE Assessments

Mistica, M., Baldwin, T., Cordella, M. & Musgrave, S., 2008, 22nd International Conference on Computational Linguistics: Proceedings of the Conference. Evans, R. (ed.). Stroudsberg USA: The Coling 2008 Organizing Committee, Vol. 1. p. 577-584 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review