Bevan Koopman

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 92

Top Venues

Publications

Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models. CoRR (2024)
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It. CoRR (2024)
Shuai Wang, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search. CoRR (2024)
Xinyu Mao, Bevan Koopman, Guido Zuccon
A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR. CoRR (2024)
Ferdinand Schlatt, Maik Fröbe, Harrisen Scells, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Benno Stein, Martin Potthast, Matthias Hagen
A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking. CoRR (2024)
Shuai Wang, Harrisen Scells, Shengyao Zhuang, Martin Potthast, Bevan Koopman, Guido Zuccon
Zero-shot Generative Large Language Models for Systematic Review Screening Automation. CoRR (2024)
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. CoRR (2024)
Shengyao Zhuang, Bevan Koopman, Xiaoran Chu, Guido Zuccon
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems. CoRR (2024)
Shuai Wang, Harrisen Scells, Shengyao Zhuang, Martin Potthast, Bevan Koopman, Guido Zuccon
Zero-Shot Generative Large Language Models for Systematic Review Screening Automation. ECIR (1) (2024)
Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval. CoRR (2024)
Xinyu Mao, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation. CoRR (2024)
Xinyu Mao, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation. SIGIR (2024)
Chuting Yu, Hang Li, Ahmed Mourad, Bevan Koopman, Guido Zuccon
TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval. CoRR (2024)
Ferdinand Schlatt, Maik Fröbe, Harrisen Scells, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Benno Stein, Martin Potthast, Matthias Hagen
Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders. CoRR (2024)
Shengyao Zhuang, Honglei Zhuang, Bevan Koopman, Guido Zuccon
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models. SIGIR (2024)
Xinyu Mao, Bevan Koopman, Guido Zuccon
A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR. ECIR (4) (2024)
Shengyao Zhuang, Bing Liu, Bevan Koopman, Guido Zuccon
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking. EMNLP (Findings) (2023)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? CoRR (2023)
Shuai Wang, Harrisen Scells, Bevan Koopman, Martin Potthast, Guido Zuccon
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation. SIGIR-AP (2023)
Filip Rusak, Bevan Koopman, Nathan J. Brown, Kevin Chu, Jinghui Liu, Anthony N. Nguyen
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning. ALTA (2023)
Hang Li, Bevan Koopman, Ahmed Mourad, Guido Zuccon
AgAsk: A Conversational Search Agent for Answering Agricultural Questions. WSDM (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving chest X-ray report generation by leveraging warm starting. Artif. Intell. Medicine 144 (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
A Concise Model for Medical Image Captioning. CLEF (Working Notes) (2023)
Guido Zuccon, Bevan Koopman
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness. CoRR (2023)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? SIGIR (2023)
Hang Li, Ahmed Mourad, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls. ACM Trans. Inf. Syst. 41 (3) (2023)
Shuai Wang, Harrisen Scells, Martin Potthast, Bevan Koopman, Guido Zuccon
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation. CoRR (2023)
Shengyao Zhuang, Bing Liu, Bevan Koopman, Guido Zuccon
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking. CoRR (2023)
Guido Zuccon, Bevan Koopman, Razia Shaik
ChatGPT Hallucinates when Attributing Answers. CoRR (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation. CoRR (2023)
Guido Zuccon, Bevan Koopman, Razia Shaik
ChatGPT Hallucinates when Attributing Answers. SIGIR-AP (2023)
Shengyao Zhuang, Honglei Zhuang, Bevan Koopman, Guido Zuccon
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models. CoRR (2023)
Bevan Koopman, Guido Zuccon
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness. EMNLP (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation. BioNLP@ACL (2023)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search. CoRR (2022)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting. CoRR (2022)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Automated MeSH term suggestion for effective query formulation in systematic reviews literature search. Intell. Syst. Appl. 16 (2022)
Duy-Hoa Ngo, Madonna Kemp, Donna Truran, Bevan Koopman, Alejandro Metke-Jimenez
Semantic Search for Large Scale Clinical Ontologies. CoRR (2022)
Hang Li, Ahmed Mourad, Bevan Koopman, Guido Zuccon
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval? CoRR (2022)
Bevan Koopman, Ahmed Mourad, Hang Li, Anton van der Vegt, Shengyao Zhuang, Simon Gibson, Yash Dang, David Lawrence, Guido Zuccon
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific Documents. CoRR (2022)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search. CoRR (2022)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) (2022)
Duy-Hoa Ngo, Bevan Koopman
Self-learning ontological concept representation for searching and matching tasks. OM@ISWC (2022)
Shuai Wang, Harrisen Scells, Justin Clark, Bevan Koopman, Guido Zuccon
From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search. CoRR (2022)
Harrisen Scells, Connor Forbes, Justin Clark, Bevan Koopman, Guido Zuccon
The Impact of Query Refinement on Systematic Review Literature Search: A Query Log Analysis. ICTIR (2022)
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search. ADCS (2022)
Hang Li, Ahmed Mourad, Bevan Koopman, Guido Zuccon
How Does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval. SIGIR (2022)
Shuai Wang, Harrisen Scells, Justin Clark, Bevan Koopman, Guido Zuccon
From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search. SIGIR (2022)
Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach. CLEF (Working Notes) (2022)
Aaron Nicolson, Jason Dowling, Bevan Koopman
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images. CLEF (2022)
Harrisen Scells, Guido Zuccon, Bevan Koopman
A comparison of automatic Boolean query formulation for systematic reviews. Inf. Retr. J. 24 (1) (2021)
Hang Li, Ahmed Mourad, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls. CoRR (2021)
Duy-Hoa Ngo, Madonna Kemp, Donna L. Truran, Bevan Koopman, Alejandro Metke-Jimenez
Semantic Search for Large Scale Clinical Ontologies. AMIA (2021)
Bevan Koopman, Guido Zuccon
Cohort-based Clinical Trial Retrieval. ADCS (2021)
Bevan Koopman, Tracey Wright, Natacha Omer, Veronica McCabe, Guido Zuccon
Precision Medicine Search for Paediatric Oncology. SIGIR (2021)
Aaron Nicolson, Jason Dowling, Bevan Koopman
AEHRC CSIRO at ImageCLEFmed Caption 2021. CLEF (Working Notes) (2021)
Anton van der Vegt, Guido Zuccon, Bevan Koopman
Do better search engines really equate to better clinical decisions? If not, why not? J. Assoc. Inf. Sci. Technol. 72 (2) (2021)
Sebastian Cross, Ahmed Mourad, Guido Zuccon, Bevan Koopman
Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Online Health Advice. WWW (2021)
Harrisen Scells, Guido Zuccon, Mohamed A. Sharaf, Bevan Koopman
Sampling Query Variations for Learning to Rank to Improve Automatic Boolean Query Generation in Systematic Reviews. WWW (2020)
Harrisen Scells, Guido Zuccon, Bevan Koopman, Justin Clark
A Computational Approach for Objectively Derived Systematic Review Search Strategies. ECIR (1) (2020)
Harrisen Scells, Guido Zuccon, Bevan Koopman
You Can Teach an Old Dog New Tricks: Rank Fusion applied to Coordination Level Matching for Ranking in Systematic Reviews. ECIR (1) (2020)
Harrisen Scells, Guido Zuccon, Bevan Koopman, Justin Clark
Automatic Boolean Query Formulation for Systematic Review Literature Search. WWW (2020)
Sebastian Cross, Hang Li, Arvin Zhuang, Ahmed Mourad, Guido Zuccon, Bevan Koopman
IELAB for TREC Conversational Assistance Track (CAsT) 2020. TREC (2020)
Harrisen Scells, Guido Zuccon, Bevan Koopman
Automatic Boolean Query Refinement for Systematic Review Literature Search. WWW (2019)
Bevan Koopman, Guido Zuccon
WSDM 2019 Tutorial on Health Search (HS2019): A Full-Day from Consumers to Clinicians. WSDM (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Cards for Consumer Health Search. SIGIR (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Cards to Assist Decision Making in Consumer Health Search. AMIA (2019)
Jimmy, Guido Zuccon, Bevan Koopman
Payoffs and pitfalls in using knowledge-bases for consumer health search. Inf. Retr. J. 22 (3-4) (2019)
Anton H. van der Vegt, Guido Zuccon, Bevan Koopman
Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature. AMIA (2019)
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods. CIKM (2019)
Guido Zuccon, Bevan Koopman
SIGIR 2018 Tutorial on Health Search (HS2018): A Full-day from Consumers to Clinicians. SIGIR (2018)
Bevan Koopman, Jack Russell, Guido Zuccon
Task-oriented search for evidence-based medicine. Int. J. Digit. Libr. 19 (2-3) (2018)
Bevan Koopman, Anthony N. Nguyen, Danica Cossio, Mary-Jane Courage, Gary Francois
Extracting Cancer Mortality Statistics from Free-text Death Certificates: A View from the Trenches. ADCS (2018)
Bevan Koopman, Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Narelle Grayson
Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers. Artif. Intell. Medicine 89 (2018)
Anthony N. Nguyen, Donna L. Truran, Madonna Kemp, Bevan Koopman, David Conlan, John O'Dwyer, Ming Zhang, Sarvnaz Karimi, Hamed Hassanzadeh, Michael Lawley, Damian J. Green
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings. AMIA (2018)
Jimmy, Guido Zuccon, Bevan Koopman
QUT IElab at CLEF 2018 Consumer Health Search Task: Knowledge Base Retrieval for Consumer Health Search. CLEF (Working Notes) (2018)
Anton van der Vegt, Guido Zuccon, Bevan Koopman, Peter Bruza
A task completion framework to support single-interaction IR research. J. Documentation 74 (2) (2018)
Jimmy, Guido Zuccon, Bevan Koopman
Choices in Knowledge-Base Retrieval for Consumer Health Search. ECIR (2018)
Harrisen Scells, Leif Azzopardi, Guido Zuccon, Bevan Koopman
Query Variation Performance Prediction for Systematic Reviews. SIGIR (2018)
Harrisen Scells, Guido Zuccon, Bevan Koopman, Anthony Deacon, Leif Azzopardi, Shlomo Geva
Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews. CIKM (2017)
Harrisen Scells, Guido Zuccon, Anthony Deacon, Bevan Koopman
QUT ielab at CLEF 2017 Technology Assisted Reviews Track: Initial Experiments with Learning To Rank. CLEF (Working Notes) (2017)
Harrisen Scells, Guido Zuccon, Bevan Koopman, Anthony Deacon, Leif Azzopardi, Shlomo Geva
A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews. SIGIR (2017)
Bevan Koopman, Guido Zuccon, Jack Russell
A Task-oriented Search Engine for Evidence-based Medicine. SIGIR (2017)
Jimmy, Guido Zuccon, Bevan Koopman
QUT ielab at CLEF 2017 e-Health IR Task: Knowledge Base Retrieval for Consumer Health Search. CLEF (Working Notes) (2017)
Bevan Koopman, Guido Zuccon, Peter Bruza
What makes an effective clinical query and querier? J. Assoc. Inf. Sci. Technol. 68 (11) (2017)
Bevan Koopman, Liam Cripwell, Guido Zuccon
Generating Clinical Queries from Patient Narratives: A Comparison between Machines and Humans. SIGIR (2017)
Guido Zuccon, Bevan Koopman
SIGIR 2017 Tutorial on Health Search (HS2017): A Full-day from Consumers to Clinicians. SIGIR (2017)
Bevan Koopman, Guido Zuccon
A Test Collection for Matching Patients to Clinical Trials. SIGIR (2016)
Jimmy, Guido Zuccon, Bevan Koopman
Boosting Titles does not Generally Improve Retrieval Effectiveness. ADCS (2016)
Hamed Hassanzadeh, Anthony N. Nguyen, Bevan Koopman
Evaluation of Medical Concept Annotation Systems on Clinical Records. ALTA (2016)
Aldo Lipani, Guido Zuccon, Mihai Lupu, Bevan Koopman, Allan Hanbury
The Impact of Fixed-Cost Pooling Strategies on Test Collection Bias. ICTIR (2016)
Bevan Koopman, Guido Zuccon, Peter Bruza, Laurianne Sitbon, Michael Lawley
Information retrieval as semantic inference: a Graph Inference model applied to medical search. Inf. Retr. J. 19 (1-2) (2016)
Bevan Koopman, Guido Zuccon, Amol Wagholikar, Kevin Chu, John O'Dwyer, Anthony N. Nguyen, Gerben Keijzers
Automated Reconciliation of Radiology Reports and Discharge Summaries. AMIA (2015)
Guido Zuccon, Bevan Koopman, João R. M. Palotti
Diagnose This If You Can - On the Effectiveness of Search Engines in Finding Medical Self-diagnosis Information. ECIR (2015)
Guido Zuccon, Bevan Koopman, Peter Bruza, Leif Azzopardi
Integrating and Evaluating Neural Word Embeddings in Information Retrieval. ADCS (2015)
Bevan Koopman, Sarvnaz Karimi, Anthony N. Nguyen, Rhydwyn McGuire, David Muscatello, Madonna Kemp, Donna Truran, Ming Zhang, Sarah Thackway
Automatic classification of diseases from free-text death certificates for real-time surveillance. BMC Medical Informatics Decis. Mak. 15 (2015)
Bevan Koopman, Guido Zuccon, Anthony N. Nguyen, Anton Bergheim, Narelle Grayson
Automatic ICD-10 classification of cancers from free-text death certificates. Int. J. Medical Informatics 84 (11) (2015)
Bevan Koopman
Semantic Search as Inference: Applications in Health Informatics. SIGIR Forum 48 (2) (2014)
Lance De Vine, Guido Zuccon, Bevan Koopman, Laurianne Sitbon, Peter Bruza
Medical Semantic Similarity with a Neural Language Model. CIKM (2014)
Shahin Mirhosseini, Guido Zuccon, Bevan Koopman, Anthony N. Nguyen, Michael Lawley
Medical Free-Text to Concept Mapping as an Information Retrieval Problem. ADCS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bevan Koopman