A Real World Implementation of Answer Extraction. - Diego Mollá Aliod; Jawad Berri; Michael Hess 001 (DEXA Workshop, 1998)

On the Scalability of the Answer Extraction System "ExtrAns" - Diego Mollá Aliod; Michael Hess 001 (CoRR, 2000)

Towards Reconciling Use Cases via Controlled Language and Graphical Models. - Kathrin Böttger; Rolf Schwitter; Diego Mollá Aliod; Debbie Richards 001 (INAP (LNCS Volume), 2001)

Reconciling Use Cases via Controlled Languages and Graphical Models. - Kathrin Böttger; Rolf Schwitter; Debbie Richards 001; Oscar Aguilera; Diego Mollá Aliod (INAP, 2001)

Answer Extraction in Technical Domains. - Fabio Rinaldi 001; Michael Hess 001; Diego Mollá Aliod; Rolf Schwitter; James Dowdall; Gerold Schneider; Rachel Fournier (CICLing, 2002)

Towards Answer Extraction: An application to Technical Domains. - Fabio Rinaldi 001; James Dowdall; Michael Hess 001; Diego Mollá Aliod; Rolf Schwitter (ECAI, 2002)

Natural Language Processing in the Undergraduate Curriculum. - Robert Dale; Diego Mollá Aliod; Rolf Schwitter (ACE, 2003)

Towards semantic-based overlap measures for question-answering. - Diego Mollá (ALTA, 2003)

Exploiting Paraphrases in a Question Answering System. - Fabio Rinaldi 001; James Dowdall; Kaarel Kaljurand; Michael Hess 001; Diego Mollá Aliod (IWP@ACL, 2003)

Knowledge-Based Question Answering. - Fabio Rinaldi 001; James Dowdall; Michael Hess 001; Diego Mollá Aliod; Rolf Schwitter; Kaarel Kaljurand (KES, 2003)

AnswerFinder in TREC 2003. - Diego Mollá Aliod (TREC, 2003)

ExtrAns: Extracting Answers from Technical Texts. - Diego Mollá Aliod; Rolf Schwitter; Fabio Rinaldi 001; James Dowdall; Michael Hess 001 (IEEE Intell. Syst., 2003)

Answerfinder: Question Answering by Combining Lexical, Syntactic and Semantic Information. - Diego Mollá Aliod; Mary Gardiner (ALTA, 2004)

Question Answering in Terminology-Rich Technical Domains. - Fabio Rinaldi 001; Michael Hess 001; James Dowdall; Diego Mollá Aliod; Rolf Schwitter (New Directions in Question Answering, 2004)

AnswerFinder at TREC 2004. - Diego Mollá; Mary Gardiner (TREC, 2004)

Hacia el Uso de la Información Sintáctica y Semántica en los Sistema de Búsqueda de Respuesta. - Diego Mollá (Proces. del Leng. Natural, 2004)

Learning of Graph Rules for Question Answering. - Diego Mollá Aliod; Menno van Zaanen (ALTA, 2005)

Extracting Exact Answers using a Meta Question Answering System. - Luiz Augusto Sangoi Pizzato; Diego Mollá Aliod (ALTA, 2005)

Question Classification by Structure Induction. - Menno van Zaanen; Luiz Augusto Sangoi Pizzato; Diego Mollá (IJCAI, 2005)

Recognizing Textual Entailment Via Atomic Propositions. - Elena Akhmatova; Diego Mollá (MLCW, 2005)

Classifying Sentences Using Induced Structure. - Menno van Zaanen; Luiz Augusto Sangoi Pizzato; Diego Mollá (SPIRE, 2005)

AnswerFinder at TREC 2005. - Diego Mollá; Menno van Zaanen (TREC, 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; et al. (AI Mag., 2005)

Named Entity Recognition for Question Answering. - Diego Mollá Aliod; Menno van Zaanen; Daniel Smith (ALTA, 2006)

Pseudo Relevance Feedback Using Named Entities for Question Answering. - Luiz Augusto Sangoi Pizzato; Diego Mollá Aliod; Cécile Paris (ALTA, 2006)

AnswerFinder at TREC 2006. - Diego Mollá; Menno van Zaanen; Luiz Augusto Sangoi Pizzato (TREC, 2006)

Named Entity Recognition in Question Answering of Speech Data. - Diego Mollá; Menno van Zaanen; Steve Cassidy (ALTA, 2007)

Question Prediction Language Model. - Luiz Augusto Sangoi Pizzato; Diego Mollá (ALTA, 2007)

AnswerFinder at QAst 2007: Named Entity Recognition for QA on Speech Transcripts. - Diego Mollá; Steve Cassidy; Menno van Zaanen (CLEF (Working Notes), 2007)

AnswerFinder at QA@CLEF 2007. - Menno van Zaanen; Diego Mollá (CLEF (Working Notes), 2007)

Question Answering in Restricted Domains: An Overview. - Diego Mollá; José Luis Vicedo González (Comput. Linguistics, 2007)

A Corpus for Evidence Based Medicine Summarisation. - Diego Mollá (ALTA, 2010)

Question Answering. - Diego Mollá Aliod; José Luis Vicedo González (Handbook of Natural Language Processing, 2010)

Automatic Grading of Evidence: the 2011 ALTA Shared Task. - Diego Mollá; Abeed Sarker (ALTA, 2011)

Development of a Corpus for Evidence Based Medicine Summarisation. - Diego Mollá; María Elena Santiago-Martínez (ALTA, 2011)

Outcome Polarity Identification of Medical Papers. - Abeed Sarker; Diego Mollá; Cécile Paris (ALTA, 2011)

Overview of the ALTA 2012 Shared Task. - Iman Amini; David Martínez 001; Diego Mollá Aliod (ALTA, 2012)

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

Towards Two-step Multi-document Summarisation for Evidence Based Medicine: A Quantitative Analysis. - Abeed Sarker; Diego Mollá Aliod; Cécile Paris (ALTA, 2012)

Extractive evidence based medicine summarisation based on sentence-specific statistics. - Abeed Sarker; Diego Mollá; Cécile Paris (CBMS, 2012)

Simple Similarity-based Question Answering Strategies for Biomedical Text. - David Martínez 001; Andrew MacKinlay; Diego Mollá Aliod; Lawrence Cavedon; Karin Verspoor (CLEF (Online Working Notes/Labs/Workshop), 2012)

Multi-Objective Optimization for Clustering of Medical Publications. - Asif Ekbal; Sriparna Saha 001; Diego Mollá; K. E. Ravikumar (ALTA, 2013)

Overview of the 2013 ALTA Shared Task. - Diego Mollá (ALTA, 2013)

Towards information retrieval evaluation with reduced and only positive judgements. - Diego Mollá; David Martínez 001; Iman Amini (ADCS, 2013)

An Approach for Query-Focused Text Summarisation for Evidence Based Medicine. - Abeed Sarker; Diego Mollá; Cécile Paris (AIME, 2013)

Clustering of Medical Publications for Evidence Based Medicine Summarisation. - Sara Faisal Shash; Diego Mollá (AIME, 2013)

Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification. - Abeed Sarker; Diego Mollá Aliod; Cécile Paris (IJCNLP, 2013)

Impact of Citing Papers for Summarisation of Clinical Documents. - Diego Mollá Aliod; Christopher Jones; Abeed Sarker (ALTA, 2014)

Overview of the 2014 ALTA Shared Task: Identifying Expressions of Locations in Tweets. - Diego Mollá; Sarvnaz Karimi (ALTA, 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; et al. (Lang. Linguistics Compass, 2014)

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder. - Mahmood Yousefi-Azar; Kairit Sirts; Len Hamey; Diego Mollá Aliod (ALTA, 2015)

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. - Anthony N. Nguyen; Jane Hunter 001; Hamed Hassanzadeh; Diego Mollá; Tudor Groza (ALTA, 2015)

Overview of the 2015 ALTA Shared Task: Identifying French Cognates in English Text. - Laurianne Sitbon; Diego Mollá; Haoxing Wang (ALTA, 2015)

Incorporating Tweet Relationships into Topic Derivation. - Robertus Nugroho; Diego Mollá Aliod; Jian Yang 001; Youliang Zhong; Cécile Paris; Surya Nepal (PACLING, 2015)

Automatic evidence quality prediction to support evidence-based decision making. - Abeed Sarker; Diego Mollá; Cécile Paris (Artif. Intell. Medicine, 2015)

Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation. - Diego Mollá; Iman Amini; David Martínez 001 (CoRR, 2015)

Overview of the 2016 ALTA Shared Task: Cross-KB Coreference. - Andrew Chisholm; Ben Hachey; Diego Mollá (ALTA, 2016)

Semi-supervised Clustering of Medical Text. - Pracheta Sahoo; Asif Ekbal; Sriparna Saha 001; Diego Mollá Aliod; Nandan Kaushik (ClinicalNLP@COLING 2016, 2016)

Query-oriented evidence extraction to support evidence-based medicine practice. - Abeed Sarker; Diego Mollá; Cécile Paris (J. Biomed. Informatics, 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)

Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation. - Diego Mollá Aliod (ALTA, 2017)

Overview of the 2017 ALTA Shared Task: Correcting OCR Errors. - Diego Mollá Aliod; Steve Cassidy (ALTA, 2017)

On Extending Neural Networks with Loss Ensembles for Text Classification. - Hamideh Hajiabadi; Diego Mollá Aliod; Reza Monsefi (ALTA, 2017)

Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers. - Diego Mollá Aliod (BioNLP, 2017)

CSIRO at 2017 TREC Precision Medicine Track. - Vincent Nguyen; Sarvnaz Karimi; Sara Falamaki; Diego Mollá Aliod; Cécile Paris; Stephen Wan 001 (TREC, 2017)

Automated text summarisation and evidence-based medicine: A survey of two domains. - Abeed Sarker; Diego Mollá Aliod; Cécile Paris (CoRR, 2017)

Overview of the 2018 ALTA Shared Task: Classifying Patent Applications. - Diego Mollá; Dilesha Seneviratne (ALTA, 2018)

Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. - Mandeep Kaur; Diego Mollá (Louhi@EMNLP, 2018)

Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation. - Diego Mollá (CoRR, 2018)

Overview of the 2019 ALTA Shared Task: Sarcasm Target Identification. - Diego Mollá; Aditya Joshi (ALTA, 2019)

Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b. - Diego Mollá; Christopher Jones (CoRR, 2019)

Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets. - Yuting Guo; Xiangjue Dong; Mohammed Ali Al-Garadi; Abeed Sarker; Cécile Paris; Diego Mollá Aliod (ALTA, 2020)

Overview of the 2020 ALTA Shared Task: Assess Human Behaviour. - Diego Mollá (ALTA, 2020)

Query Focused Multi-document Summarisation of Biomedical Texts. - Diego Mollá; Christopher Jones; Vincent Nguyen (CLEF (Working Notes), 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)

Overview of the 2021 ALTA Shared Task: Automatic Grading of Evidence, 10 years later. - Diego Mollá (ALTA, 2021)

Transformer-based Language Models for Factoid Question Answering at BioASQ9b. - Urvashi Khanna; Diego Mollá (CLEF (Working Notes), 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 (CLEF (Working Notes), 2021)

Overview of the 2022 ALTA Shared task: PIBOSO sentence classification, 10 years later. - Diego Mollá (ALTA, 2022)

Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering. - Diego Mollá (CLEF (Working Notes), 2022)

Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics. - Gregory Baker; Diego Mollá (AACL/IJCNLP (2), 2022)

The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages. - Gregory Baker; Diego Mollá (LREC, 2022)

The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages. - Greg Baker; Diego Mollá Aliod (CoRR, 2022)

Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text. - Diego Mollá; Haolan Zhan; Xuanli He; Qiongkai Xu (ALTA, 2023)

Exploring Causal Directions through Word Occurrences: Semi-supervised Bayesian Classification Framework. - King Tao Jason Ng; Diego Mollá (ALTA, 2023)

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

Overview of the 2024 ALTA Shared Task: Detect Automatic AI-Generated Sentences for Human-AI Hybrid Articles. - Diego Mollá; Qiongkai Xu; Zijie Zeng; Zhuang Li 001 (ALTA, 2024)

Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation. - Hashem Hijazi; Diego Mollá; Vincent Nguyen; Sarvnaz Karimi (BioNLP@ACL, 2024)

Synthetic Dialogue Dataset Generation using LLM Agents. - Yelaman Abdullin; Diego Mollá Aliod; Bahadorreza Ofoghi; John Yearwood; Qingyang Li (CoRR, 2024)

Investigating Answer Validation Using Noise Identification and Classification in Goal-Oriented Dialogues. - Sara Mirabi; Bahadorreza Ofoghi; John Yearwood; Diego Mollá Aliod; Vicky H. Mak-Hau (ICAART (2), 2025)

AgentMILO: A Knowledge-Based Framework for Complex MILP Modelling Conversations with LLMs. - Jyotheesh Gaddam; Lele Zhang; Vicky H. Mak-Hau; John Yearwood; Bahadorreza Ofoghi; Diego Mollá Aliod (ICCAE, 2025)