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| Research Objectives | ||||||||||||||||||||||
| The integration of theoretical linguistics into practical computer applications. Logical forms for natural language processing applications. Question answering. Formal semantics and aspectual composition. | ||||||||||||||||||||||
My research contribution is centered on the application of theoretical linguistics to specific real-world problems, in particular to automated text-based question answering. After completing an MSc in speech and language processing and a PhD on formal semantics at the University of Edinburgh, I joined the University of Zurich and became the principal researcher in the ExtrAns and WebExtrAns projects (from 1996 to 2001). Both projects were based on the development of answer extraction systems. Answer extraction systems locate those sentences in the source text that contain the answer posed by the user. The outcome of the project was a working system that handles questions about 500 manpages (a Web demo is available). I was the main contributor to the design of the logical forms and the question-answering method using the logical forms. The success of ExtrAns and WebExtrAns is evident from the fact that the system is widely cited as a pioneering question-answering system, an example of a question answering system of technical domains, and an example of the use of logical forms for question answering.
In Macquarie University I established the AnswerFinder project. AnswerFinder is a question answering system that combines the use of logical information (inspired from ExtrAns and WebExtrAns), state-of-the-art approaches in question answering, and innovative graph-based machine learning methods to find the exact answer to the user question. AnswerFinder has been participating in the question answering track of the Text REtrieval conference (TREC), the main international forum for the evaluation of question-answering systems, since 2003. AnswerFinder is in fact the only Australian-based question answering system that has participated in the question answering track of TREC. The main QA framework provided by AnswerFinder will be used as a starting point in the proposed project.
Currently I am frequently called to deliver invited talks and seminars, and to join the Program Committee of some of the main National and International workshops and conferences in the area.
| Years | Organization | Level | Topic |
| 2001-pres | Macquarie University | Undergraduate Lectures | Computing and Language Technology |
| 1995-96 | The University of Edinburgh | Postgraduate Lectures | Logic |
| 1990-91 | Universitat Politècnica de València | Undergraduate Lectures | Theory of Programming |
| Year | Course Keys |
| 2006 | SLP148, COMP125, COMP248, COMP448, ITEC830 |
| 2005 | SLP148, COMP125, COMP448, CIII9173 |
| 2004 | SLP148, COMP125, COMP249, COMP453 |
| 2003 | SLP148, COMP248, COMP348, COMP453, ALTSS03-IEQA |
Brief description of the courses:
Postdoctoral Research |
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| Years | Organization & Department | Location | Job Title |
| 2005-pres | Macquarie University, Computing | Sydney, Australia | Senior Lecturer |
| 2001-2004 | Macquarie University, Computing | Sydney, Australia | Lecturer |
| Founding member of the Centre for Language Technology in the Division of Information and Communication Sciences; research in the extension of ExtrAns (see below) to perform more general question answering over larger volumes of data. | |||
| 2000-01 | University of Zurich, Computational Linguistics | Zurich, Switzerland | Senior Research Assistant |
| Extension of ExtrAns (see below) to WebExtrAns, a help-system over text documents formatted in XML. The test text was the maintenance manual of an Airbus commercial aircraft. | |||
| 1996-99 | University of Zurich, Computational Linguistics | Zurich, Switzerland | Senior Research Assistant |
| Implementation of ExtrAns, a help-system to parse and extract the logical forms of standard UNIX manual pages. The goal of ExtrAns is to parse and build the logical form of the query given by users (in plain English), and then extract those sentences whose logical forms can prove that of the query, from the manual pages. The project is funded by the Swiss National Fund. | |||
Postgraduate Studies |
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| Years | Organization & Department | Location | Course |
| 1992-96 | University of Edinburgh, Linguistics | Edinburgh, UK | PhD in Aspect Composition |
| Dissertation on Aspectual Composition and Sentence Interpretation: A formal approach. | |||
| 1994-95 | Took leave and completed 1 year compulsory social service in Spain. | ||
| 1991-92 | University of Edinburgh, Linguistics | Edinburgh, UK | MSc in Speech and Language Processing |
| Dissertation on Integrating time into Discourse Representation Theory: A computational approach. | |||
| Graduated with Distinction. | |||
| 1990-91 | Universitat Politècnica de València, Computer Science | Valencia, Spain | Research in Pattern Recognition and Artificial Intelligence |
| Automatic pattern recognition and its application to Speech Recognition and Computer Vision. | |||
Undergraduate Studies |
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| Years | Organization | Location | Course |
| 1985-90 | Universitat Politècnica de València | Valencia, Spain | 5-yr degree in Computer Science |
| Dissertation on Inference of k-testable languages | |||
| Graduated with Distinction. | |||
| Awarded with the Third National Prize to the best degree in Computer Science (Tercer Premio Nacional de Terminación de Estudios de Lienciatura en Informática) by the Spanish Ministry of Education and Science (Ministerio de Educación y Ciencia). | |||
| Years | Source of Funding | Amount | Chief Investigators |
| 2005 | Macquarie University Safety Net | $19,898 | S. Cassidy, D. Mollá |
| Information Access in Meeting Room Speech Archives | |||
| 2004 | Macquarie University MURDG | $5,200 | D. Mollá, M. Dras | Visit of Dr. Philippe Blache to enhance the development of new techniques for robust parsing and language understanding |
| 2004-06 | ARC Discovery | $290,000 | D. Mollá, R. Dale | A scalable and portable question-answering system |
| 2003-05 | ARC Linkage | $56,000 | D. Richards, D. Mollá, R. Schwitter | Achieving higher availability of storage subsystems through application of a self learning expert system. |
| 2001 | Macquarie University MUNS | $18,000 | D. Mollá | A fast and robust logical form generator using a third-party shallow parser. |
| Years | Description |
| 2007 |
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| 2006 |
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| 2005 |
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| 2004 |
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| 2003 |
Available on request.