Bevan Koopman

Orcid: 0000-0001-5577-3391

According to our database1, Bevan Koopman authored at least 99 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems.
CoRR, 2024

ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search.
CoRR, 2024

TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval.
CoRR, 2024

Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models.
CoRR, 2024

Zero-Shot Generative Large Language Models for Systematic Review Screening Automation.
Proceedings of the Advances in Information Retrieval, 2024

A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR.
Proceedings of the Advances in Information Retrieval, 2024

2023
Improving chest X-ray report generation by leveraging warm starting.
Artif. Intell. Medicine, October, 2023

Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls.
ACM Trans. Inf. Syst., 2023

A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models.
CoRR, 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

AgAsk: A Conversational Search Agent for Answering Agricultural Questions.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

ChatGPT Hallucinates when Attributing Answers.
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

A Concise Model for Medical Image Captioning.
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

AgAsk: An Agent to Help Answer Farmer's Questions From Scientific Documents.
CoRR, 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

Self-learning ontological concept representation for searching and matching tasks.
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

CSIRO at ImageCLEFmedical Caption 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

A comparison of automatic Boolean query formulation for systematic reviews.
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

Precision Medicine Search for Paediatric Oncology.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

AEHRC CSIRO at ImageCLEFmed Caption 2021.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Semantic Search for Large Scale Clinical Ontologies.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Cohort-based Clinical Trial Retrieval.
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

Automatic Boolean Query Formulation for Systematic Review Literature Search.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

IELAB for TREC Conversational Assistance Track (CAsT) 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
Payoffs and pitfalls in using knowledge-bases for consumer health search.
Inf. Retr. J., 2019

Automatic Boolean Query Refinement for Systematic Review Literature Search.
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

Health Cards for Consumer Health Search.
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

Health Cards to Assist Decision Making in Consumer Health Search.
Proceedings of the AMIA 2019, 2019

2018
Task-oriented search for evidence-based medicine.
Int. J. Digit. Libr., 2018

A task completion framework to support single-interaction IR research.
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

Query Variation Performance Prediction for Systematic Reviews.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Choices in Knowledge-Base Retrieval for Consumer Health Search.
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
What makes an effective clinical query and querier?
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

A Task-oriented Search Engine for Evidence-based Medicine.
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

A Test Collection for Matching Patients to Clinical Trials.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

The Impact of Fixed-Cost Pooling Strategies on Test Collection Bias.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Boosting Titles does not Generally Improve Retrieval Effectiveness.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

Evaluation of Medical Concept Annotation Systems on Clinical Records.
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

Automatic ICD-10 classification of cancers from free-text death certificates.
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

Automated Reconciliation of Radiology Reports and Discharge Summaries.
Proceedings of the AMIA 2015, 2015

Integrating and Evaluating Neural Word Embeddings in Information Retrieval.
Proceedings of the 20th Australasian Document Computing Symposium, 2015

2014
Semantic Search as Inference: Applications in Health Informatics.
SIGIR Forum, 2014

Automatic query expansion: A structural linguistic perspective.
J. Assoc. Inf. Sci. Technol., 2014

Integrating Understandability in the Evaluation of Consumer Health Search Engines.
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014

Why Assessing Relevance in Medical IR is Demanding.
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014

Relevation!: an open source system for information retrieval relevance assessment}.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Understanding negation and family history to improve clinical information retrieval.
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

Medical Semantic Similarity with a Neural Language Model.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Medical Free-Text to Concept Mapping as an Information Retrieval Problem.
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
Combining Word Semantics within Complex Hilbert Space for Information Retrieval.
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

Term associations in query expansion: a structural linguistic perspective.
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
QUT_Para at TREC 2012 Web Track: Word Associations for Retrieving Web Documents.
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

Exploiting medical hierarchies for concept-based information retrieval.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

Graph-based concept weighting for medical information retrieval.
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

Evaluating medical information retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011


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