• 181 Citations
  • 6 h-Index
19942019
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Research Outputs 1994 2019

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Article
2019

Combination of loss functions for deep text classification

Hajiabadi, H., Molla-Aliod, D., Monsefi, R. & Yazdi, H. S., 19 Jul 2019, In : International Journal of Machine Learning and Cybernetics. 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Backpropagation
Classifiers
Neural networks
Experiments
Deep neural networks
2016

A corpus for research in text processing for evidence based medicine

Mollá, D., Santiago-Martínez, M. E., Sarker, A. & Paris, C., 1 Dec 2016, In : Language Resources and Evaluation. 50, 4, p. 705-727 23 p.

Research output: Contribution to journalArticleResearchpeer-review

text processing
medicine
evidence
Text Processing
Evidence-based Medicine

Query-oriented evidence extraction to support evidence-based medicine practice

Sarker, A., Mollá, D. & Paris, C., Feb 2016, In : Journal of Biomedical Informatics. 59, p. 169-184 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Evidence-Based Practice
Evidence-Based Medicine
Medicine
Benchmarking
Research
2015

Automatic evidence quality prediction to support evidence-based decision making

Sarker, A., Mollá, D. & Paris, C., 1 Jun 2015, In : Artificial Intelligence in Medicine. 64, 2, p. 89-103 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Decision Making
Decision making
Publications
Point-of-Care Systems
Metadata
2014

Australia Loves Language Puzzles: The Australian Computational and Linguistics Olympiad (OzCLO)

Estival, D., Bow, C., Henderson, J., Kelly, B., Laughren, M., Mayer, E., Mollá, D., Mrowa-Hopkins, C., Nordlinger, R., Rieschild, V., Schalley, A. C., Stanley, A. W. & Vaughan, J., 1 Dec 2014, In : Linguistics and Language Compass. 8, 12, p. 659-670 12 p.

Research output: Contribution to journalArticleResearch

love
linguistics
language
student
school
2012

Creation of a corpus for evidence based medicine summarisation

Mollá, D. & Santiago-Martínez, M. E., 2012, In : Australasian Medical Journal. 5, 9, p. 503-506 4 p.

Research output: Contribution to journalArticleResearchpeer-review

Evidence-Based Medicine
Crowdsourcing
Research
Family Practice
PubMed

Extractive summarisation of medical documents using domain knowledge and corpus statistics

Sarker, A., Mollá, D. & Paris, C., 2012, In : Australasian Medical Journal. 5, 9, p. 478-481 4 p.

Research output: Contribution to journalArticleResearchpeer-review

Evidence-Based Medicine
Evidence-Based Practice
Biomedical Research
2007

Question answering in restricted domains: An overview

Mollá, D. & Vicedo, J. L., Mar 2007, In : Computational Linguistics. 33, 1, p. 41-61 21 p.

Research output: Contribution to journalArticleResearchpeer-review

artificial intelligence
research and development
methodology
knowledge
Question Answering
2005

The workshop program at the Twentieth National Conference on Artificial Intelligence

Aliod, D. M., Alonso, E., Bangalore, S., Beck, J. E., Bhanu, B., Blythe, J., Boddy, M., Cesta, A., Grobelink, M., Hakkani-Tür, D., Harabagiu, S. M., Lege, A., McGuinness, D., Marsella, S., Milic-Frayling, N., Mladenic, D., Oblinger, D., Rybski, P. E., Shvaiko, P., Smith, S. & 6 othersSrivastava, B., Tejada, S., Vilhjálmsson, H., Thórisson, K. R., Tur, G. & Wache, H., Dec 2005, In : AI Magazine. 26, 4, p. 102-108 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Artificial intelligence
Scheduling
Modular construction
Planning
Mobile robots
2004

Hacia el Uso de la Información Sintáctica y Semántica en los Sistemas de Búsqueda de Respuestas

Molla-Aliod, D., 2004, In : Procesamiento del Lenguaje Natural. 33, p. 17-24 8 p.

Research output: Contribution to journalArticleResearchpeer-review

2003

ExtrAns: Extracting Answers from Technical Texts

Mollá, D., Schwitter, R., Rinaldi, F., Dowdall, J. & Hess, M., 2003, In : IEEE Intelligent Systems. 18, 4, p. 12-17 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Knowledge-based question answering

Rinaldi, F., Dowdall, J., Hess, M., Mollá, D., Schwitter, R. & Kaljurand, K., 2003, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2773 PART 1, p. 785-792 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Question Answering
Knowledge-based
Linguistics
Knowledge Base
Deduct
2000

Answer extraction using a dependency grammar in ExtrAns

Molla-Aliod, D., Schneider, G., Schwitter, R. & Hess, M., 2000, In : TAL Traitement Automatique des Langues. 41, 1, p. 127-156 30 p.

Research output: Contribution to journalArticleResearchpeer-review

ExtrAns, an answer extraction system

Mollá, D., Schwitter, R., Hess, M. & Fournier, R., 2000, In : Traitement automatique des langues : TAL. 41, 2, p. 495-522 28 p.

Research output: Contribution to journalArticleResearchpeer-review

1996

On the aspectual interactions between verbs and noun phrases

Molla-Aliod, D., 1996, In : Papers in Linguistics from the University of Manchester. 1, 1, p. 129-143 15 p.

Research output: Contribution to journalArticleResearchpeer-review

sentences
completeness
interactions