Overview of the 2018 ALTA Shared Task: Classifying Patent Applications

no code implementations • ALTA 2018 • Diego Moll{\'a}, Dilesha Seneviratne

We present an overview of the 2018 ALTA shared task.

General Classification

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

no code implementations • WS 2018 • Diego Moll{\'a}

The reinforcement learning approach was a proof-of-concept prototype that trained a global policy using REINFORCE.

Position Question Answering +5

Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data

no code implementations • WS 2018 • M Kaur, eep, Diego Moll{\'a}

The automation of text summarisation of biomedical publications is a pressing need due to the plethora of information available online.

BIG-bench Machine Learning Classification +2

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

no code implementations • WS 2017 • Diego Moll{\'a}

Macquarie University{'}s contribution to the BioASQ challenge (Task 5b Phase B) focused on the use of query-based extractive summarisation techniques for the generation of the ideal answers.

Question Answering regression

Semi-supervised Clustering of Medical Text

no code implementations • WS 2016 • Pracheta Sahoo, Asif Ekbal, Sriparna Saha, Diego Moll{\'a}, N, Kaushik an

Semi-supervised clustering is an attractive alternative for traditional (unsupervised) clustering in targeted applications.

Clustering

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

no code implementations • ALTA 2016 • Andrew Chisholm, Ben Hachey, Diego Moll{\'a}

Clustering Coreference Resolution

Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine

no code implementations • ALTA 2015 • Hamed Hassanzadeh, Diego Moll{\'a}, Tudor Groza, Anthony Nguyen, Jane Hunter

Clustering Information Retrieval

Impact of Citing Papers for Summarisation of Clinical Documents

no code implementations • ALTA 2014 • Diego Moll{\'a}, Christopher Jones, Abeed Sarker

Multi-Objective Optimization for Clustering of Medical Publications

no code implementations • ALTA 2013 • Asif Ekbal, Sriparna Saha, Diego Moll{\'a}, K Ravikumar

Clustering

Learning from OzCLO, the Australian Computational and Linguistics Olympiad

no code implementations • WS 2013 • Dominique Estival, John Henderson, Mary Laughren, Diego Moll{\'a}, Cathy Bow, Rachel Nordlinger, Verna Rieschild, Andrea C. Schalley, Alex Stanley, er W., Colette Mrowa-Hopkins

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

no code implementations • ALTA 2012 • Diego Moll{\'a}

Clustering General Classification +2