Diego Mollá Aliod

Orcid: 0000-0003-4973-0963

Affiliations:
  • Macquarie University, Sydney, Australia


According to our database1, Diego Mollá Aliod authored at least 81 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Synthetic Dialogue Dataset Generation using LLM Agents.
CoRR, 2024

2023
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation.
CoRR, 2023

2022
The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages.
CoRR, 2022

The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics.
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.
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.
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.
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.
Int. J. Mach. Learn. Cybern., 2020

Query Focused Multi-document Summarisation of Biomedical Texts.
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.
CoRR, 2019

Overview of the 2019 ALTA Shared Task: Sarcasm Target Identification.
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.
CoRR, 2018

Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data.
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

Overview of the 2018 ALTA Shared Task: Classifying Patent Applications.
Proceedings of the Australasian Language Technology Association Workshop 2018, 2018

2017
Automated text summarisation and evidence-based medicine: A survey of two domains.
CoRR, 2017

CSIRO at 2017 TREC Precision Medicine Track.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

On Extending Neural Networks with Loss Ensembles for Text Classification.
Proceedings of the Australasian Language Technology Association Workshop, 2017

Overview of the 2017 ALTA Shared Task: Correcting OCR Errors.
Proceedings of the Australasian Language Technology Association Workshop, 2017

Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation.
Proceedings of the Australasian Language Technology Association Workshop, 2017

2016
A corpus for research in text processing for evidence based medicine.
Lang. Resour. Evaluation, 2016

Query-oriented evidence extraction to support evidence-based medicine practice.
J. Biomed. Informatics, 2016

Semi-supervised Clustering of Medical Text.
Proceedings of the Clinical Natural Language Processing Workshop, 2016

Overview of the 2016 ALTA Shared Task: Cross-KB Coreference.
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.
CoRR, 2015

Automatic evidence quality prediction to support evidence-based decision making.
Artif. Intell. Medicine, 2015

Incorporating Tweet Relationships into Topic Derivation.
Proceedings of the Computational Linguistics, 2015

Overview of the 2015 ALTA Shared Task: Identifying French Cognates in English Text.
Proceedings of the Australasian Language Technology Association Workshop, 2015

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine.
Proceedings of the Australasian Language Technology Association Workshop, 2015

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder.
Proceedings of the Australasian Language Technology Association Workshop, 2015

2014
Australia Loves Language Puzzles: The Australian Computational and Linguistics Olympiad (OzCLO).
Lang. Linguistics Compass, 2014

Overview of the 2014 ALTA Shared Task: Identifying Expressions of Locations in Tweets.
Proceedings of the Australasian Language Technology Association Workshop, 2014

Impact of Citing Papers for Summarisation of Clinical Documents.
Proceedings of the Australasian Language Technology Association Workshop, 2014

2013
Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Clustering of Medical Publications for Evidence Based Medicine Summarisation.
Proceedings of the Artificial Intelligence in Medicine, 2013

An Approach for Query-Focused Text Summarisation for Evidence Based Medicine.
Proceedings of the Artificial Intelligence in Medicine, 2013

Towards information retrieval evaluation with reduced and only positive judgements.
Proceedings of the Australasian Document Computing Symposium, 2013

Overview of the 2013 ALTA Shared Task.
Proceedings of the Australasian Language Technology Association Workshop, 2013

Multi-Objective Optimization for Clustering of Medical Publications.
Proceedings of the Australasian Language Technology Association Workshop, 2013

2012
Simple Similarity-based Question Answering Strategies for Biomedical Text.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Extractive evidence based medicine summarisation based on sentence-specific statistics.
Proceedings of CBMS 2012, 2012

Towards Two-step Multi-document Summarisation for Evidence Based Medicine: A Quantitative Analysis.
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.
Proceedings of the Australasian Language Technology Association Workshop, 2012

Overview of the ALTA 2012 Shared Task.
Proceedings of the Australasian Language Technology Association Workshop, 2012

2011
Outcome Polarity Identification of Medical Papers.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

Development of a Corpus for Evidence Based Medicine Summarisation.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

Automatic Grading of Evidence: the 2011 ALTA Shared Task.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011

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

A Corpus for Evidence Based Medicine Summarisation.
Proceedings of the Australasian Language Technology Association Workshop, 2010

2007
Question Answering in Restricted Domains: An Overview.
Comput. Linguistics, 2007

AnswerFinder at QA@CLEF 2007.
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.
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.
Proceedings of the Australasian Language Technology Workshop, 2007

Named Entity Recognition in Question Answering of Speech Data.
Proceedings of the Australasian Language Technology Workshop, 2007

2006
AnswerFinder at TREC 2006.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Pseudo Relevance Feedback Using Named Entities for Question Answering.
Proceedings of the Australasian Language Technology Workshop, 2006

Named Entity Recognition for Question Answering.
Proceedings of the Australasian Language Technology Workshop, 2006

2005
The Workshops at the Twentieth National Conference on Artificial Intelligence.
AI Mag., 2005

AnswerFinder at TREC 2005.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Classifying Sentences Using Induced Structure.
Proceedings of the String Processing and Information Retrieval, 2005

Recognizing Textual Entailment Via Atomic Propositions.
Proceedings of the Machine Learning Challenges, 2005

Question Classification by Structure Induction.
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.
Proceedings of the Australasian Language Technology Workshop, 2005

Learning of Graph Rules for Question Answering.
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.
Proces. del Leng. Natural, 2004

AnswerFinder at TREC 2004.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Question Answering in Terminology-Rich Technical Domains.
Proceedings of the New Directions in Question Answering, 2004

Answerfinder: Question Answering by Combining Lexical, Syntactic and Semantic Information.
Proceedings of the Australasian Language Technology Workshop, 2004

2003
ExtrAns: Extracting Answers from Technical Texts.
IEEE Intell. Syst., 2003

AnswerFinder in TREC 2003.
Proceedings of The Twelfth Text REtrieval Conference, 2003

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

Exploiting Paraphrases in a Question Answering System.
Proceedings of the Second International Workshop on Paraphrasing, 2003

Towards semantic-based overlap measures for question-answering.
Proceedings of the Australasian Language Technology Workshop, 2003

Natural Language Processing in the Undergraduate Curriculum.
Proceedings of the Fifth Australasian Computing Education Conference (ACE 2003), 2003

2002
Towards Answer Extraction: An application to Technical Domains.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Answer Extraction in Technical Domains.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002

2001
Reconciling Use Cases via Controlled Languages and Graphical Models.
Proceedings of the 14th International Conference on Applications of Prolog, 2001

Towards Reconciling Use Cases via Controlled Language and Graphical Models.
Proceedings of the Web Knowledge Management and Decision Support, 2001

2000
On the Scalability of the Answer Extraction System "ExtrAns"
CoRR, 2000

1998
A Real World Implementation of Answer Extraction.
Proceedings of the Ninth International Workshop on Database and Expert Systems Applications, 1998


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