Diego Mollá Aliod

According to our database, Diego Mollá Aliod authored at least 84 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synthetic Dialogue Dataset Generation using LLM Agents.

Yelaman Abdullin, Diego Mollá Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li

CoRR, 2024

Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation.

Hashem Hijazi, Diego Mollá, Vincent Nguyen, Sarvnaz Karimi

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation.

Diego Mollá

CoRR, 2023

Exploring Causal Directions through Word Occurrences: Semi-supervised Bayesian Classification Framework.

King Tao Jason Ng, Diego Mollá

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text.

Diego Mollá, Haolan Zhan, Xuanli He, Qiongkai Xu

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

2022

The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages.

Greg Baker, Diego Mollá Aliod

CoRR, 2022

The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages.

Gregory Baker, Diego Mollá

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics.

Gregory Baker, Diego Mollá

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering.

Diego Mollá

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions.

Diego Mollá, Urvashi Khanna, Dima Galat, Vincent Nguyen, Maciej Rybinski

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Transformer-based Language Models for Factoid Question Answering at BioASQ9b.

Urvashi Khanna, Diego Mollá

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Combination of loss functions for deep text classification.

Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi, Hadi Sadoghi Yazdi

Int. J. Mach. Learn. Cybern., 2020

Query Focused Multi-document Summarisation of Biomedical Texts.

Diego Mollá, Christopher Jones, Vincent Nguyen

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b.

Diego Mollá, Christopher Jones

CoRR, 2019

Overview of the 2019 ALTA Shared Task: Sarcasm Target Identification.

Diego Mollá, Aditya Joshi

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018

Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation.

Diego Mollá

CoRR, 2018

Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data.

Mandeep Kaur, Diego Mollá

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

Overview of the 2018 ALTA Shared Task: Classifying Patent Applications.

Diego Mollá, Dilesha Seneviratne

Proceedings of the Australasian Language Technology Association Workshop 2018, 2018

2017

Automated text summarisation and evidence-based medicine: A survey of two domains.

Abeed Sarker, Diego Mollá Aliod, Cécile Paris

CoRR, 2017

CSIRO at 2017 TREC Precision Medicine Track.

Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Diego Mollá Aliod, Cécile Paris, Stephen Wan

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers.

Diego Mollá Aliod

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

On Extending Neural Networks with Loss Ensembles for Text Classification.

Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi

Proceedings of the Australasian Language Technology Association Workshop, 2017

Overview of the 2017 ALTA Shared Task: Correcting OCR Errors.

Diego Mollá Aliod, Steve Cassidy

Proceedings of the Australasian Language Technology Association Workshop, 2017

Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation.

Diego Mollá Aliod

Proceedings of the Australasian Language Technology Association Workshop, 2017

2016

A corpus for research in text processing for evidence based medicine.

Diego Mollá, María Elena Santiago-Martínez, Abeed Sarker, Cécile Paris

Lang. Resour. Evaluation, 2016

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

Abeed Sarker, Diego Mollá, Cécile Paris

J. Biomed. Informatics, 2016

Semi-supervised Clustering of Medical Text.

Pracheta Sahoo, Asif Ekbal, Sriparna Saha, Diego Mollá Aliod, Nandan Kaushik

Proceedings of the Clinical Natural Language Processing Workshop, 2016

Overview of the 2016 ALTA Shared Task: Cross-KB Coreference.

Andrew Chisholm, Ben Hachey, Diego Mollá

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015

Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation.

Diego Mollá, Iman Amini, David Martínez

CoRR, 2015

Automatic evidence quality prediction to support evidence-based decision making.

Abeed Sarker, Diego Mollá, Cécile Paris

Artif. Intell. Medicine, 2015

Incorporating Tweet Relationships into Topic Derivation.

Robertus Nugroho, Diego Mollá Aliod, Jian Yang, Youliang Zhong, Cécile Paris, Surya Nepal

Proceedings of the Computational Linguistics, 2015

Overview of the 2015 ALTA Shared Task: Identifying French Cognates in English Text.

Laurianne Sitbon, Diego Mollá, Haoxing Wang

Proceedings of the Australasian Language Technology Association Workshop, 2015

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine.

Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza

Proceedings of the Australasian Language Technology Association Workshop, 2015

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder.

Mahmood Yousefi-Azar, Kairit Sirts, Len Hamey, Diego Mollá Aliod

Proceedings of the Australasian Language Technology Association Workshop, 2015

2014

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

Dominique Estival, Cathy Bow, John Henderson, Barbara Kelly, Mary Laughren, Elisabeth Mayer, Diego Mollá, Colette Mrowa-Hopkins, Rachel Nordlinger, Verna Rieschild, Andrea C. Schalley, Alexander W. Stanley, Jill Vaughan

Lang. Linguistics Compass, 2014

Overview of the 2014 ALTA Shared Task: Identifying Expressions of Locations in Tweets.

Diego Mollá, Sarvnaz Karimi

Proceedings of the Australasian Language Technology Association Workshop, 2014

Impact of Citing Papers for Summarisation of Clinical Documents.

Diego Mollá Aliod, Christopher Jones, Abeed Sarker

Proceedings of the Australasian Language Technology Association Workshop, 2014

2013

Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification.

Abeed Sarker, Diego Mollá Aliod, Cécile Paris

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Clustering of Medical Publications for Evidence Based Medicine Summarisation.

Sara Faisal Shash, Diego Mollá

Proceedings of the Artificial Intelligence in Medicine, 2013

An Approach for Query-Focused Text Summarisation for Evidence Based Medicine.

Abeed Sarker, Diego Mollá, Cécile Paris

Proceedings of the Artificial Intelligence in Medicine, 2013

Towards information retrieval evaluation with reduced and only positive judgements.

Diego Mollá, David Martínez, Iman Amini

Proceedings of the Australasian Document Computing Symposium, 2013

Overview of the 2013 ALTA Shared Task.

Diego Mollá

Proceedings of the Australasian Language Technology Association Workshop, 2013

Multi-Objective Optimization for Clustering of Medical Publications.

Asif Ekbal, Sriparna Saha, Diego Mollá, K. E. Ravikumar

Proceedings of the Australasian Language Technology Association Workshop, 2013

2012

Simple Similarity-based Question Answering Strategies for Biomedical Text.

David Martínez, Andrew MacKinlay, Diego Mollá Aliod, Lawrence Cavedon, Karin Verspoor

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Extractive evidence based medicine summarisation based on sentence-specific statistics.

Abeed Sarker, Diego Mollá, Cécile Paris

Proceedings of CBMS 2012, 2012

Towards Two-step Multi-document Summarisation for Evidence Based Medicine: A Quantitative Analysis.

Abeed Sarker, Diego Mollá Aliod, Cécile Paris

Proceedings of the Australasian Language Technology Association Workshop, 2012

Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.

Diego Mollá

Proceedings of the Australasian Language Technology Association Workshop, 2012

Overview of the ALTA 2012 Shared Task.

Iman Amini, David Martínez, Diego Mollá Aliod

Proceedings of the Australasian Language Technology Association Workshop, 2012

2011

Outcome Polarity Identification of Medical Papers.

Abeed Sarker, Diego Mollá, Cécile Paris

Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

Development of a Corpus for Evidence Based Medicine Summarisation.

Diego Mollá, María Elena Santiago-Martínez

Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

Automatic Grading of Evidence: the 2011 ALTA Shared Task.

Diego Mollá, Abeed Sarker

Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

2010

Question Answering.

Diego Mollá Aliod, José Luis Vicedo González

Proceedings of the Handbook of Natural Language Processing, Second Edition., 2010

A Corpus for Evidence Based Medicine Summarisation.

Diego Mollá

Proceedings of the Australasian Language Technology Association Workshop, 2010

2007

Question Answering in Restricted Domains: An Overview.

Diego Mollá, José Luis Vicedo González

Comput. Linguistics, 2007

AnswerFinder at QA@CLEF 2007.

Menno van Zaanen, Diego Mollá

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

AnswerFinder at QAst 2007: Named Entity Recognition for QA on Speech Transcripts.

Diego Mollá, Steve Cassidy, Menno van Zaanen

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Question Prediction Language Model.

Luiz Augusto Sangoi Pizzato, Diego Mollá

Proceedings of the Australasian Language Technology Workshop, 2007

Named Entity Recognition in Question Answering of Speech Data.

Diego Mollá, Menno van Zaanen, Steve Cassidy

Proceedings of the Australasian Language Technology Workshop, 2007

2006

AnswerFinder at TREC 2006.

Diego Mollá, Menno van Zaanen, Luiz Augusto Sangoi Pizzato

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Pseudo Relevance Feedback Using Named Entities for Question Answering.

Luiz Augusto Sangoi Pizzato, Diego Mollá Aliod, Cécile Paris

Proceedings of the Australasian Language Technology Workshop, 2006

Named Entity Recognition for Question Answering.

Diego Mollá Aliod, Menno van Zaanen, Daniel Smith

Proceedings of the Australasian Language Technology Workshop, 2006

2005

The Workshops at the Twentieth National Conference on Artificial Intelligence.

Diego Mollá Aliod, Eduardo Alonso, Srinivas Bangalore, Joseph E. Beck, Bir Bhanu, Jim Blythe, Mark S. Boddy, Amedeo Cesta, Marko Grobelnik, Dilek Hakkani-Tür, Sanda M. Harabagiu, Alain Léger, Deborah L. McGuinness, Stacy Marsella, Natasa Milic-Frayling, Dunja Mladenic, Daniel Oblinger, Paul E. Rybski, Pavel Shvaiko, Stephen F. Smith, Biplav Srivastava, Sheila Tejada, Hannes Högni Vilhjálmsson, Kristinn R. Thórisson, Gökhan Tür, José Luis Vicedo González, Holger Wache

AI Mag., 2005

AnswerFinder at TREC 2005.

Diego Mollá, Menno van Zaanen

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Classifying Sentences Using Induced Structure.

Menno van Zaanen, Luiz Augusto Sangoi Pizzato, Diego Mollá

Proceedings of the String Processing and Information Retrieval, 2005

Recognizing Textual Entailment Via Atomic Propositions.

Elena Akhmatova, Diego Mollá

Proceedings of the Machine Learning Challenges, 2005

Question Classification by Structure Induction.

Menno van Zaanen, Luiz Augusto Sangoi Pizzato, Diego Mollá

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Extracting Exact Answers using a Meta Question Answering System.

Luiz Augusto Sangoi Pizzato, Diego Mollá Aliod

Proceedings of the Australasian Language Technology Workshop, 2005

Learning of Graph Rules for Question Answering.

Diego Mollá Aliod, Menno van Zaanen

Proceedings of the Australasian Language Technology Workshop, 2005

2004

Hacia el Uso de la Información Sintáctica y Semántica en los Sistema de Búsqueda de Respuesta.

Diego Mollá

Proces. del Leng. Natural, 2004

AnswerFinder at TREC 2004.

Diego Mollá, Mary Gardiner

Proceedings of the Thirteenth Text REtrieval Conference, 2004

Question Answering in Terminology-Rich Technical Domains.

Fabio Rinaldi, Michael Hess, James Dowdall, Diego Mollá Aliod, Rolf Schwitter

Proceedings of the New Directions in Question Answering, 2004

Answerfinder: Question Answering by Combining Lexical, Syntactic and Semantic Information.

Diego Mollá Aliod, Mary Gardiner

Proceedings of the Australasian Language Technology Workshop, 2004

2003

ExtrAns: Extracting Answers from Technical Texts.

Diego Mollá Aliod, Rolf Schwitter, Fabio Rinaldi, James Dowdall, Michael Hess

IEEE Intell. Syst., 2003

AnswerFinder in TREC 2003.

Diego Mollá Aliod

Proceedings of The Twelfth Text REtrieval Conference, 2003

Knowledge-Based Question Answering.

Fabio Rinaldi, James Dowdall, Michael Hess, Diego Mollá Aliod, Rolf Schwitter, Kaarel Kaljurand

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Exploiting Paraphrases in a Question Answering System.

Fabio Rinaldi, James Dowdall, Kaarel Kaljurand, Michael Hess, Diego Mollá Aliod

Proceedings of the Second International Workshop on Paraphrasing, 2003

Towards semantic-based overlap measures for question-answering.

Diego Mollá

Proceedings of the Australasian Language Technology Workshop, 2003

Natural Language Processing in the Undergraduate Curriculum.

Robert Dale, Diego Mollá Aliod, Rolf Schwitter

Proceedings of the Fifth Australasian Computing Education Conference (ACE 2003), 2003

2002

Towards Answer Extraction: An application to Technical Domains.

Fabio Rinaldi, James Dowdall, Michael Hess, Diego Mollá Aliod, Rolf Schwitter

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Answer Extraction in Technical Domains.

Fabio Rinaldi, Michael Hess, Diego Mollá Aliod, Rolf Schwitter, James Dowdall, Gerold Schneider, Rachel Fournier

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002

2001

Reconciling Use Cases via Controlled Languages and Graphical Models.

Kathrin Böttger, Rolf Schwitter, Debbie Richards, Oscar Aguilera, Diego Mollá Aliod

Proceedings of the 14th International Conference on Applications of Prolog, 2001

Towards Reconciling Use Cases via Controlled Language and Graphical Models.

Kathrin Böttger, Rolf Schwitter, Diego Mollá Aliod, Debbie Richards

Proceedings of the Web Knowledge Management and Decision Support, 2001

2000

On the Scalability of the Answer Extraction System "ExtrAns"

Diego Mollá Aliod, Michael Hess

CoRR, 2000

1998

A Real World Implementation of Answer Extraction.

Diego Mollá Aliod, Jawad Berri, Michael Hess

Proceedings of the Ninth International Workshop on Database and Expert Systems Applications, 1998