Bevan Koopman
Orcid: 0000-0001-5577-3391
According to our database1,
Bevan Koopman
authored at least 113 papers
between 2011 and 2025.
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Bibliography
2025
CoRR, January, 2025
Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports.
Artif. Intell. Medicine, 2025
2024
Int. J. Digit. Libr., December, 2024
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
CoRR, 2024
A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking.
CoRR, 2024
Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders.
CoRR, 2024
CoRR, 2024
TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval.
CoRR, 2024
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024
Searching in Professional Instant Messaging Applications: User Behaviour, Intent, and Pain-points.
Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Zero-Shot Generative Large Language Models for Systematic Review Screening Automation.
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the Advances in Information Retrieval, 2024
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
2023
Artif. Intell. Medicine, October, 2023
Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls.
ACM Trans. Inf. Syst., 2023
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation.
CoRR, 2023
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness.
CoRR, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models.
Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning.
Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023
2022
Automated MeSH term suggestion for effective query formulation in systematic reviews literature search.
Intell. Syst. Appl., 2022
From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
How Does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022
The Impact of Query Refinement on Systematic Review Literature Search: A Query Log Analysis.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search.
Proceedings of the 26th Australasian Document Computing Symposium, 2022
2021
Do better search engines really equate to better clinical decisions? If not, why not?
J. Assoc. Inf. Sci. Technol., 2021
Inf. Retr. J., 2021
Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Online Health Advice.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the ADCS '21: Australasian Document Computing Symposium, 2021
2020
Sampling Query Variations for Learning to Rank to Improve Automatic Boolean Query Generation in Systematic Reviews.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
A Computational Approach for Objectively Derived Systematic Review Search Strategies.
Proceedings of the Advances in Information Retrieval, 2020
You Can Teach an Old Dog New Tricks: Rank Fusion applied to Coordination Level Matching for Ranking in Systematic Reviews.
Proceedings of the Advances in Information Retrieval, 2020
2019
Inf. Retr. J., 2019
Proceedings of the World Wide Web Conference, 2019
WSDM 2019 Tutorial on Health Search (HS2019): A Full-Day from Consumers to Clinicians.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
J. Documentation, 2018
Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers.
Artif. Intell. Medicine, 2018
SIGIR 2018 Tutorial on Health Search (HS2018): A Full-day from Consumers to Clinicians.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the Advances in Information Retrieval, 2018
QUT IElab at CLEF 2018 Consumer Health Search Task: Knowledge Base Retrieval for Consumer Health Search.
Proceedings of the Working Notes of CLEF 2018, 2018
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings.
Proceedings of the AMIA 2018, 2018
Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018
2017
J. Assoc. Inf. Sci. Technol., 2017
SIGIR 2017 Tutorial on Health Search (HS2017): A Full-day from Consumers to Clinicians.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Generating Clinical Queries from Patient Narratives: A Comparison between Machines and Humans.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
QUT ielab at CLEF 2017 Technology Assisted Reviews Track: Initial Experiments with Learning To Rank.
Proceedings of the Working Notes of CLEF 2017, 2017
QUT ielab at CLEF 2017 e-Health IR Task: Knowledge Base Retrieval for Consumer Health Search.
Proceedings of the Working Notes of CLEF 2017, 2017
Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Information retrieval as semantic inference: a Graph Inference model applied to medical search.
Inf. Retr. J., 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016
Proceedings of the 21st Australasian Document Computing Symposium, 2016
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016
2015
Automatic classification of diseases from free-text death certificates for real-time surveillance.
BMC Medical Informatics Decis. Mak., 2015
Int. J. Medical Informatics, 2015
Diagnose This If You Can - On the Effectiveness of Search Engines in Finding Medical Self-diagnosis Information.
Proceedings of the Advances in Information Retrieval, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the 20th Australasian Document Computing Symposium, 2015
2014
J. Assoc. Inf. Sci. Technol., 2014
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Exploiting Inference from Semantic Annotations for Information Retrieval: Reflections From Medical IR.
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 2014 Australasian Document Computing Symposium, 2014
Document Timespan Normalisation and Understanding Temporality for Clinical Records Search.
Proceedings of the 2014 Australasian Document Computing Symposium, 2014
2013
Proceedings of the Quantum Interaction - 7th International Conference, 2013
Retrieval of Health Advice on the Web AEHRC at ShARe/CLEF eHealth Evaluation Lab Task 3.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Identify Disorders in Health Records using Conditional Random Fields and Metamap AEHRC at ShARe/CLEF 2013 eHealth Evaluation Lab Task 1.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
ADCS reaches adulthood: an analysis of the conference and its community over the last eighteen years.
Proceedings of the Australasian Document Computing Symposium, 2013
2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Exploiting SNOMED CT Concepts & Relationships for Clinical Information Retrieval: Australian e-Health Research Centre and Queensland University of Technology at the TREC 2012 Medical Track.
Proceedings of The Twenty-First Text REtrieval Conference, 2012
An evaluation of corpus-driven measures of medical concept similarity for information retrieval.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012
Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model.
Proceedings of the Australasian Language Technology Association Workshop, 2012
2011
AEHRC & QUT at TREC 2011 Medical Track: A Concept-Based Information Retrieval Approach.
Proceedings of The Twentieth Text REtrieval Conference, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011