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ORCIDDiego Mollá Aliod
Diego Mollá
Person information
- affiliation: Macquarie University, Sydney, Australia
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2020 – today
- 2024
[c66]Hashem Hijazi, Diego Mollá, Vincent Nguyen, Sarvnaz Karimi:
Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation. BioNLP@ACL 2024: 236-242- [i18]Yelaman Abdullin, Diego Mollá Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li:
Synthetic Dialogue Dataset Generation using LLM Agents. CoRR abs/2401.17461 (2024) - 2023
- [c65]King Tao Jason Ng, Diego Mollá:
Exploring Causal Directions through Word Occurrences: Semi-supervised Bayesian Classification Framework. ALTA 2023: 30-39 - [c64]Diego Mollá, Haolan Zhan, Xuanli He, Qiongkai Xu:
Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text. ALTA 2023: 148-152 - [i17]Diego Mollá:
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation. CoRR abs/2311.05169 (2023) - 2022
- [c63]Diego Mollá:
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering. CLEF (Working Notes) 2022: 305-314 - [c62]Gregory Baker, Diego Mollá:
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics. AACL/IJCNLP (2) 2022: 24-32 - [c61]Gregory Baker, Diego Mollá:
The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages. LREC 2022: 5021-5028 - [i16]Greg Baker
, Diego Mollá Aliod:
The Construction and Evaluation of the LEAFTOP Dataset of Automatically Extracted Nouns in 1480 Languages. CoRR abs/2206.05034 (2022) - [i15]Diego Mollá:
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering. CoRR abs/2209.01815 (2022) - [i14]Gregory Baker, Diego Mollá Aliod:
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics. CoRR abs/2211.13124 (2022) - 2021
- [c60]Urvashi Khanna, Diego Mollá:
Transformer-based Language Models for Factoid Question Answering at BioASQ9b. CLEF (Working Notes) 2021: 247-257 - [c59]Diego Mollá, Urvashi Khanna, Dima Galat, Vincent Nguyen, Maciej Rybinski:
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions. CLEF (Working Notes) 2021: 274-285 - [i13]Diego Mollá, Urvashi Khanna, Dima Galat, Vincent Nguyen, Maciej Rybinski:
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions. CoRR abs/2108.12189 (2021) - [i12]Urvashi Khanna, Diego Mollá:
Transformer-based Language Models for Factoid Question Answering at BioASQ9b. CoRR abs/2109.07185 (2021) - 2020
- [j9]Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi, Hadi Sadoghi Yazdi:
Combination of loss functions for deep text classification. Int. J. Mach. Learn. Cybern. 11(4): 751-761 (2020) - [c58]Diego Mollá, Christopher Jones, Vincent Nguyen:
Query Focused Multi-document Summarisation of Biomedical Texts. CLEF (Working Notes) 2020 - [i11]Diego Mollá, Christopher Jones, Vincent Nguyen:
Query Focused Multi-document Summarisation of Biomedical Texts. CoRR abs/2008.11986 (2020)
2010 – 2019
- 2019
- [c57]Diego Mollá, Aditya Joshi:
Overview of the 2019 ALTA Shared Task: Sarcasm Target Identification. ALTA 2019: 192-196 - [i10]Diego Mollá, Christopher Jones:
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b. CoRR abs/1909.00542 (2019) - 2018
- [c56]Diego Mollá, Dilesha Seneviratne:
Overview of the 2018 ALTA Shared Task: Classifying Patent Applications. ALTA 2018: 84-88 - [c55]Mandeep Kaur, Diego Mollá:
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. Louhi@EMNLP 2018: 29-37 - [i9]Mandeep Kaur, Diego Mollá:
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. CoRR abs/1809.05268 (2018) - [i8]Diego Mollá:
Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation. CoRR abs/1809.05283 (2018) - 2017
- [c54]Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi:
On Extending Neural Networks with Loss Ensembles for Text Classification. ALTA 2017: 98-102 - [c53]Diego Mollá Aliod:
Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation. ALTA 2017: 103-107 - [c52]Diego Mollá Aliod, Steve Cassidy:
Overview of the 2017 ALTA Shared Task: Correcting OCR Errors. ALTA 2017: 115-118 - [c51]Diego Mollá Aliod:
Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers. BioNLP 2017: 67-75 - [c50]Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Diego Mollá Aliod, Cécile Paris, Stephen Wan:
CSIRO at 2017 TREC Precision Medicine Track. TREC 2017 - [i7]Diego Mollá Aliod:
Macquarie University at BioASQ 5b - Query-based Summarisation Techniques for Selecting the Ideal Answers. CoRR abs/1706.02095 (2017) - [i6]Abeed Sarker, Diego Mollá Aliod, Cécile Paris:
Automated text summarisation and evidence-based medicine: A survey of two domains. CoRR abs/1706.08162 (2017) - [i5]Diego Mollá:
Towards the Use of Deep Reinforcement Learning with Global Policy For Query-based Extractive Summarisation. CoRR abs/1711.03859 (2017) - [i4]Hamideh Hajiabadi, Diego Mollá Aliod, Reza Monsefi:
On Extending Neural Networks with Loss Ensembles for Text Classification. CoRR abs/1711.05170 (2017) - 2016
- [j8]Abeed Sarker, Diego Mollá, Cécile Paris:
Query-oriented evidence extraction to support evidence-based medicine practice. J. Biomed. Informatics 59: 169-184 (2016) - [j7]Diego Mollá, María Elena Santiago-Martínez, Abeed Sarker, Cécile Paris:
A corpus for research in text processing for evidence based medicine. Lang. Resour. Evaluation 50(4): 705-727 (2016) - [c49]Andrew Chisholm, Ben Hachey, Diego Mollá:
Overview of the 2016 ALTA Shared Task: Cross-KB Coreference. ALTA 2016: 161-164 - [c48]Pracheta Sahoo, Asif Ekbal, Sriparna Saha, Diego Mollá Aliod, Nandan Kaushik:
Semi-supervised Clustering of Medical Text. ClinicalNLP@COLING 2016 2016: 23-31 - 2015
- [j6]Abeed Sarker, Diego Mollá, Cécile Paris:
Automatic evidence quality prediction to support evidence-based decision making. Artif. Intell. Medicine 64(2): 89-103 (2015) - [c47]Mahmood Yousefi-Azar, Kairit Sirts, Len Hamey, Diego Mollá Aliod:
Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder. ALTA 2015: 2-10 - [c46]Anthony N. Nguyen, Jane Hunter, Hamed Hassanzadeh, Diego Mollá, Tudor Groza:
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine. ALTA 2015: 48-56 - [c45]Laurianne Sitbon, Diego Mollá, Haoxing Wang:
Overview of the 2015 ALTA Shared Task: Identifying French Cognates in English Text. ALTA 2015: 134-137 - [c44]Robertus Nugroho, Diego Mollá Aliod, Jian Yang, Youliang Zhong, Cécile Paris, Surya Nepal:
Incorporating Tweet Relationships into Topic Derivation. PACLING 2015: 177-190 - [i3]Diego Mollá, Iman Amini, David Martínez:
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation. CoRR abs/1501.06380 (2015) - 2014
- [j5]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:
Australia Loves Language Puzzles: The Australian Computational and Linguistics Olympiad (OzCLO). Lang. Linguistics Compass 8(12): 659-670 (2014) - [c43]Diego Mollá Aliod, Christopher Jones, Abeed Sarker:
Impact of Citing Papers for Summarisation of Clinical Documents. ALTA 2014: 79-87 - [c42]Diego Mollá, Sarvnaz Karimi:
Overview of the 2014 ALTA Shared Task: Identifying Expressions of Locations in Tweets. ALTA 2014: 151-156 - 2013
- [c41]Asif Ekbal, Sriparna Saha, Diego Mollá, K. E. Ravikumar:
Multi-Objective Optimization for Clustering of Medical Publications. ALTA 2013: 53-61 - [c40]Diego Mollá:
Overview of the 2013 ALTA Shared Task. ALTA 2013: 132-136 - [c39]Diego Mollá, David Martínez, Iman Amini:
Towards information retrieval evaluation with reduced and only positive judgements. ADCS 2013: 109-112 - [c38]Abeed Sarker, Diego Mollá, Cécile Paris:
An Approach for Query-Focused Text Summarisation for Evidence Based Medicine. AIME 2013: 295-304 - [c37]Sara Faisal Shash, Diego Mollá:
Clustering of Medical Publications for Evidence Based Medicine Summarisation. AIME 2013: 305-309 - [c36]Abeed Sarker, Diego Mollá Aliod, Cécile Paris:
Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification. IJCNLP 2013: 712-718 - 2012
- [c35]Abeed Sarker, Diego Mollá Aliod, Cécile Paris:
Towards Two-step Multi-document Summarisation for Evidence Based Medicine: A Quantitative Analysis. ALTA 2012: 79-87 - [c34]Iman Amini, David Martínez, Diego Mollá Aliod:
Overview of the ALTA 2012 Shared Task. ALTA 2012: 124-129 - [c33]Diego Mollá:
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task. ALTA 2012: 139-142 - [c32]Abeed Sarker, Diego Mollá, Cécile Paris:
Extractive evidence based medicine summarisation based on sentence-specific statistics. CBMS 2012: 1-4 - [c31]David Martínez, Andrew MacKinlay, Diego Mollá Aliod, Lawrence Cavedon, Karin Verspoor:
Simple Similarity-based Question Answering Strategies for Biomedical Text. CLEF (Online Working Notes/Labs/Workshop) 2012 - 2011
- [c30]Diego Mollá, Abeed Sarker:
Automatic Grading of Evidence: the 2011 ALTA Shared Task. ALTA 2011: 4-8 - [c29]Diego Mollá, María Elena Santiago-Martínez:
Development of a Corpus for Evidence Based Medicine Summarisation. ALTA 2011: 86-94 - [c28]Abeed Sarker, Diego Mollá, Cécile Paris:
Outcome Polarity Identification of Medical Papers. ALTA 2011: 105-114 - [e2]Diego Mollá, David Martínez:
Proceedings of the Australasian Language Technology Association Workshop 2011, Canberra, Australia, December 1-2, 2011. ACL 2011 [contents] - 2010
- [c27]Diego Mollá:
A Corpus for Evidence Based Medicine Summarisation. ALTA 2010: 76-80 - [r1]Diego Mollá Aliod, José Luis Vicedo González:
Question Answering. Handbook of Natural Language Processing 2010: 485-510
2000 – 2009
- 2009
- [e1]Wenjie Li, Diego Mollá Aliod:
Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 22nd International Conference, ICCPOL 2009, Hong Kong, March 26-27, 2009. Proceedings. Lecture Notes in Computer Science 5459, Springer 2009, ISBN 978-3-642-00830-6 [contents] - 2007
- [j4]Diego Mollá, José Luis Vicedo González:
Question Answering in Restricted Domains: An Overview. Comput. Linguistics 33(1): 41-61 (2007) - [c26]Diego Mollá, Menno van Zaanen, Steve Cassidy:
Named Entity Recognition in Question Answering of Speech Data. ALTA 2007: 57-65 - [c25]Luiz Augusto Sangoi Pizzato, Diego Mollá:
Question Prediction Language Model. ALTA 2007: 92-99 - [c24]Diego Mollá, Steve Cassidy, Menno van Zaanen:
AnswerFinder at QAst 2007: Named Entity Recognition for QA on Speech Transcripts. CLEF (Working Notes) 2007 - [c23]Menno van Zaanen, Diego Mollá:
AnswerFinder at QA@CLEF 2007. CLEF (Working Notes) 2007 - 2006
- [c22]Diego Mollá Aliod, Menno van Zaanen, Daniel Smith:
Named Entity Recognition for Question Answering. ALTA 2006: 51-58 - [c21]Luiz Augusto Sangoi Pizzato, Diego Mollá Aliod, Cécile Paris:
Pseudo Relevance Feedback Using Named Entities for Question Answering. ALTA 2006: 83-90 - [c20]Diego Mollá, Menno van Zaanen, Luiz Augusto Sangoi Pizzato:
AnswerFinder at TREC 2006. TREC 2006 - 2005
- [j3]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:
The Workshops at the Twentieth National Conference on Artificial Intelligence. AI Mag. 26(4): 102-108 (2005) - [c19]Diego Mollá Aliod, Menno van Zaanen:
Learning of Graph Rules for Question Answering. ALTA 2005: 15-23 - [c18]Luiz Augusto Sangoi Pizzato, Diego Mollá Aliod:
Extracting Exact Answers using a Meta Question Answering System. ALTA 2005: 105-112 - [c17]Menno van Zaanen, Luiz Augusto Sangoi Pizzato, Diego Mollá:
Question Classification by Structure Induction. IJCAI 2005: 1638-1639 - [c16]Elena Akhmatova, Diego Mollá:
Recognizing Textual Entailment Via Atomic Propositions. MLCW 2005: 385-403 - [c15]Menno van Zaanen, Luiz Augusto Sangoi Pizzato, Diego Mollá:
Classifying Sentences Using Induced Structure. SPIRE 2005: 139-150 - [c14]Diego Mollá, Menno van Zaanen:
AnswerFinder at TREC 2005. TREC 2005 - 2004
- [j2]Diego Mollá:
Hacia el Uso de la Información Sintáctica y Semántica en los Sistema de Búsqueda de Respuesta. Proces. del Leng. Natural 33 (2004) - [c13]Diego Mollá Aliod, Mary Gardiner:
Answerfinder: Question Answering by Combining Lexical, Syntactic and Semantic Information. ALTA 2004: 9-16 - [c12]Fabio Rinaldi, Michael Hess, James Dowdall, Diego Mollá Aliod, Rolf Schwitter:
Question Answering in Terminology-Rich Technical Domains. New Directions in Question Answering 2004: 71-86 - [c11]Diego Mollá, Mary Gardiner:
AnswerFinder at TREC 2004. TREC 2004 - 2003
- [j1]Diego Mollá Aliod, Rolf Schwitter, Fabio Rinaldi, James Dowdall, Michael Hess:
ExtrAns: Extracting Answers from Technical Texts. IEEE Intell. Syst. 18(4): 12-17 (2003) - [c10]Robert Dale, Diego Mollá Aliod, Rolf Schwitter:
Natural Language Processing in the Undergraduate Curriculum. ACE 2003: 9-13 - [c9]Diego Mollá:
Towards semantic-based overlap measures for question-answering. ALTA 2003: 110-117 - [c8]Fabio Rinaldi, James Dowdall, Kaarel Kaljurand, Michael Hess, Diego Mollá Aliod:
Exploiting Paraphrases in a Question Answering System. IWP@ACL 2003: 25-32 - [c7]Fabio Rinaldi, James Dowdall, Michael Hess, Diego Mollá Aliod, Rolf Schwitter, Kaarel Kaljurand:
Knowledge-Based Question Answering. KES 2003: 785-792 - [c6]Diego Mollá Aliod:
AnswerFinder in TREC 2003. TREC 2003: 392-398 - 2002
- [c5]Fabio Rinaldi, Michael Hess, Diego Mollá Aliod, Rolf Schwitter, James Dowdall, Gerold Schneider, Rachel Fournier:
Answer Extraction in Technical Domains. CICLing 2002: 360-369 - [c4]Fabio Rinaldi, James Dowdall, Michael Hess, Diego Mollá Aliod, Rolf Schwitter:
Towards Answer Extraction: An application to Technical Domains. ECAI 2002: 460-464 - 2001
- [c3]Kathrin Böttger, Rolf Schwitter, Diego Mollá Aliod, Debbie Richards:
Towards Reconciling Use Cases via Controlled Language and Graphical Models. INAP (LNCS Volume) 2001: 115-128 - [c2]Kathrin Böttger, Rolf Schwitter, Debbie Richards, Oscar Aguilera, Diego Mollá Aliod:
Reconciling Use Cases via Controlled Languages and Graphical Models. INAP 2001: 186-195 - 2000
- [i2]Diego Mollá Aliod, Jawad Berri, Michael Hess:
A Real World Implementation of Answer Extraction. CoRR cs.CL/0001010 (2000) - [i1]Diego Mollá Aliod, Michael Hess:
On the Scalability of the Answer Extraction System "ExtrAns". CoRR cs.CL/0005019 (2000)
1990 – 1999
- 1998
- [c1]Diego Mollá Aliod, Jawad Berri, Michael Hess:
A Real World Implementation of Answer Extraction. DEXA Workshop 1998: 143-148
Coauthor Index
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