Guido Zuccon

Orcid: 0000-0003-0271-5563

Affiliations:
  • University of Queensland, Australia
  • Queensland University of Technology


According to our database1, Guido Zuccon authored at least 258 papers between 2008 and 2024.

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Bibliography

2024
AgAsk: an agent to help answer farmer's questions from scientific documents.
Int. J. Digit. Libr., December, 2024

Starbucks: Improved Training for 2D Matryoshka Embeddings.
CoRR, 2024

Does Vec2Text Pose a New Corpus Poisoning Threat?
CoRR, 2024

An Investigation of Prompt Variations for Zero-shot LLM-based Rankers.
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

Large Language Models for Stemming: Promises, Pitfalls and Failures.
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

Stochastic Featurization for Active Learning.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 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

Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation.
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

Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Leveraging LLMs for Unsupervised Dense Retriever Ranking.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Evaluating Generative Ad Hoc Information Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

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

How to Forget Clients in Federated Online Learning to Rank?
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

Source-Free Domain-Invariant Performance Prediction.
Proceedings of the Computer Vision - ECCV 2024, 2024

CoLAL: Co-learning Active Learning for Text Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Artificial Intelligence in Evidence-based Medicine: Challenges and Opportunities.
World Sci. Annu. Rev. Artif. Intell., 2023

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

Active learning with feature matching for clinical named entity recognition.
Nat. Lang. Process. J., 2023

VizPut: Insight-Aware Imputation of Incomplete Data for Visualization Recommendation.
CoRR, 2023

Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness.
CoRR, 2023

Efficient Diversification for Recommending Aggregate Data Visualizations.
IEEE Access, 2023

MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Dependency-aware Self-training for Entity Alignment.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

AgAsk: A Conversational Search Agent for Answering Agricultural Questions.
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

Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Balanced Topic Aware Sampling for Effective Dense Retriever: A Reproducibility Study.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval.
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

Selecting which Dense Retriever to use for Zero-Shot Search.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

Exploring the Representation Power of SPLADE Models.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

Outcome-based Evaluation of Systematic Review Automation.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 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 Reproducibility Study of Question Retrieval for Clarifying Questions.
Proceedings of the Advances in Information Retrieval, 2023

Convolutional Persistence as a Remedy to Neural Model Analysis.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Automated MeSH term suggestion for effective query formulation in systematic reviews literature search.
Intell. Syst. Appl., 2022

Reinforcement online learning to rank with unbiased reward shaping.
Inf. Retr. J., 2022

Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation.
CoRR, 2022

Case law retrieval: problems, methods, challenges and evaluations in the last 20 years.
CoRR, 2022

Rethinking Persistent Homology For Visual Recognition.
Proceedings of the Topological, 2022

Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints During Training.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Implicit Feedback for Dense Passage Retrieval: A Counterfactual Approach.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Is Non-IID Data a Threat in Federated Online Learning to Rank?
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 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

Reduce, Reuse, Recycle: Green Information Retrieval Research.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers.
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

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

Guiding Neural Entity Alignment with Compatibility.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Seed-Driven Document Ranking for Systematic Reviews: A Reproducibility Study.
Proceedings of the Advances in Information Retrieval, 2022

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study.
Proceedings of the Advances in Information Retrieval, 2022

Pretrained Language Models Rankers on Private Data: Is Online and Federated Learning the Solution? (short paper).
Proceedings of the Third International Conference on Design of Experimental Search & Information REtrieval Systems, 2022

SCC - A Test Collection for Search in Chat Conversations.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

High-quality Task Division for Large-scale Entity Alignment.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Leveraging Semantic Type Dependencies for Medical Named Entity Recognition.
Proceedings of the AMIA 2022, 2022

Causality Discovery Based on Combined Causes and Multiple Causes in Drug-Drug Interaction.
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

Robustness of Neural Rankers to Typos: A Comparative Study.
Proceedings of the 26th Australasian Document Computing Symposium, 2022

The Task: Distinguishing Tasks and Sessions in Legal Information Retrieval.
Proceedings of the 26th Australasian Document Computing Symposium, 2022

Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search.
Proceedings of the 26th Australasian Document Computing Symposium, 2022

Pseudo-Relevance Feedback with Dense Retrievers in Pyserini.
Proceedings of the 26th Australasian Document Computing Symposium, 2022

2021
Fixed-Cost Pooling Strategies.
IEEE Trans. Knowl. Data Eng., 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

Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion.
CoRR, 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

TILDE: Term Independent Likelihood moDEl for Passage Re-ranking.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

How do Online Learning to Rank Methods Adapt to Changes of Intent?
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

<i>Big Brother: </i> A Drop-In Website Interaction Logging Service.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

PECAN: A Platform for Searching Chat Conversations.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Loss-based Active Learning for Named Entity Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Session details: Session 3A - Queries.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Effective and Privacy-preserving Federated Online Learning to Rank.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Dealing with Typos for BERT-based Passage Retrieval and Ranking.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ActiveEA: Active Learning for Neural Entity Alignment.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Deep Query Likelihood Model for Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2021

Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study.
Proceedings of the Advances in Information Retrieval, 2021

Diagnosis Ranking with Knowledge Graph Convolutional Networks.
Proceedings of the Advances in Information Retrieval, 2021

User Models, Metrics and Measures of Search: A Tutorial on the C/W/L Evaluation Framework.
Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

MeSH Term Suggestion for Systematic Review Literature Search.
Proceedings of the ADCS '21: Australasian Document Computing Symposium, 2021

Cohort-based Clinical Trial Retrieval.
Proceedings of the ADCS '21: Australasian Document Computing Symposium, 2021

2020
Temporal tree representation for similarity computation between medical patients.
Artif. Intell. Medicine, 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

Overview of the TREC 2020 Health Misinformation Track.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Systematic Review Automation Tools for End-to-End Query Formulation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Counterfactual Online Learning to Rank.
Proceedings of the Advances in Information Retrieval, 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

Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation.
Proceedings of the Database and Expert Systems Applications, 2020

Representing EHRs with Temporal Tree and Sequential Pattern Mining for Similarity Computing.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

Discriminative Features Generation for Mortality Prediction in ICU.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 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

UQ IElab at TREC 2019 Decision Track.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

ielab at the Open-Source IR Replicability Challenge 2019.
Proceedings of the Open-Source IR Replicability Challenge co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

TrecTools: an Open-source Python Library for Information Retrieval Practitioners Involved in TREC-like Campaigns.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Health Cards for Consumer Health Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Building Economic Models and Measures of Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

CLEF eHealth 2019 Evaluation Lab.
Proceedings of the Advances in Information Retrieval, 2019

Overview of the CLEF eHealth Evaluation Lab 2019.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 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

Building Economic Models of Human Computer Interaction.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 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

Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Towards Automatically Classifying Case Law Citation Treatment Using Neural Networks.
Proceedings of the 24th Australasian Document Computing Symposium, 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

An analysis of evaluation campaigns in ad-hoc medical information retrieval: CLEF eHealth 2013 and 2014.
Inf. Retr. J., 2018

Recursive module extraction using Louvain and PageRank.
F1000Research, 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

Generating Better Queries for Systematic Reviews.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

An Information Retrieval Experiment Framework for Domain Specific Applications.
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

A Test Collection for Evaluating Legal Case Law Search.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

On the Volatility of Commercial Search Engines and its Impact on Information Retrieval Research.
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

Overview of the CLEF eHealth Evaluation Lab 2018.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

Overview of the CLEF 2018 Consumer Health Search Task.
Proceedings of the Working Notes of CLEF 2018, 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

searchrefiner: A Query Visualisation and Understanding Tool for Systematic Reviews.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

MM: A new Framework for Multidimensional Evaluation of Search Engines.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Linking Patents to Knowledge Sources: A Context Matching Technique using Automatic Patent Classification.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

2017
What makes an effective clinical query and querier?
J. Assoc. Inf. Sci. Technol., 2017

Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings.
J. Assoc. Inf. Sci. Technol., 2017

Active learning reduces annotation time for clinical concept extraction.
Int. J. Medical Informatics, 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

The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Fixed budget pooling strategies based on fusion methods.
Proceedings of the Symposium on Applied Computing, 2017

Classifying help seeking behaviour in online communities.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Automatic Cited Decision Retrieval: Working notes of Ielab for FIRE Legal Track Precedence Retrieval Task.
Proceedings of the Working notes of FIRE 2017, 2017

Fixed-Cost Pooling Strategies Based on IR Evaluation Measures.
Proceedings of the Advances 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

CLEF 2017 Task Overview: The IR Task at the eHealth Evaluation Lab - Evaluating Retrieval Methods for Consumer Health Search.
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

CLEF 2017 eHealth Evaluation Lab Overview.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 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

Automatic Query Generation from Legal Texts for Case Law Retrieval.
Proceedings of the Information Retrieval Technology, 2017

An Initial Study of Anchor Selection in Patent Link Discovery.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

2016
Active learning: a step towards automating medical concept extraction.
J. Am. Medical Informatics Assoc., 2016

Information retrieval as semantic inference: a Graph Inference model applied to medical search.
Inf. Retr. J., 2016

Ranking Health Web Pages with Relevance and Understandability.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 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

QUT at the NTCIR Lifelog Semantic Access Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

Building Evaluation Datasets for Consumer-Oriented Information Retrieval.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 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

An Analysis of the Cost and Benefit of Search Interactions.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Advances in Formal Models of Search and Search Behaviour.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Understandability Biased Evaluation for Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

Two Scrolls or One Click: A Cost Model for Browsing Search Results.
Proceedings of the Advances in Information Retrieval, 2016

The IR Task at the CLEF eHealth Evaluation Lab 2016: User-centred Health Information Retrieval.
Proceedings of the Working Notes of CLEF 2016, 2016

Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Overview of the CLEF eHealth Evaluation Lab 2016.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Query Variations and their Effect on Comparing Information Retrieval Systems.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Generalizing Translation Models in the Probabilistic Relevance Framework.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Effective User Relevance Feedback for Image Retrieval with Image Signatures.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

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

The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015
Automatic ICD-10 classification of cancers from free-text death certificates.
Int. J. Medical Informatics, 2015

Automatic detection of tweets reporting cases of influenza like illnesses in Australia.
Health Inf. Sci. Syst., 2015

Building and Using Models of Information Seeking, Search and Retrieval: Full Day Tutorial.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

An Analysis of Theories of Search and Search Behavior.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 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

Approximate Nearest-Neighbour Search with Inverted Signature Slice Lists.
Proceedings of the Advances in Information Retrieval, 2015

CLEF eHealth Evaluation Lab 2015, Task 2: Retrieving Information About Medical Symptoms.
Proceedings of the Working Notes of CLEF 2015, 2015

Overview of the CLEF eHealth Evaluation Lab 2015.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

The Influence of Pre-processing on the Estimation of Readability of Web Documents.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

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

Oyster: A Tool for Fine-Grained Ontological Annotations in Free-Text.
Proceedings of the Information Retrieval Technology, 2015

A Signature Approach to Patent Classification.
Proceedings of the Information Retrieval Technology, 2015

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

Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction.
Proceedings of the Australasian Language Technology Association Workshop, 2015

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

De-identification of health records using Anonym: Effectiveness and robustness across datasets.
Artif. Intell. Medicine, 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

Overview of the ShARe/CLEF eHealth Evaluation Lab 2014.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

ShARe/CLEF eHealth Evaluation Lab 2014, Task 3: User-centred Health Information Retrieval.
Proceedings of the Working Notes for CLEF 2014 Conference, 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

Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 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
Document ranking with quantum probabilities.
SIGIR Forum, 2013

Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems.
Inf. Retr., 2013

Combining Word Semantics within Complex Hilbert Space for Information Retrieval.
Proceedings of the Quantum Interaction - 7th International Conference, 2013

Creation of a New Evaluation Benchmark for Information Retrieval Targeting Patient Information Needs.
Proceedings of the 5th International Workshop on Evaluating Information Access, 2013

Is Intent-Aware Expected Reciprocal Rank Sufficient to Evaluate Diversity?
Proceedings of the Advances in Information Retrieval, 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

Overview of the ShARe/CLEF eHealth Evaluation Lab 2013.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports.
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

Towards a Visually Enhanced Medical Search Engine.
Proceedings of the Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) and the Fourth International Workshop on Collaborative Agents, 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

Efficient top-k retrieval with signatures.
Proceedings of the Australasian Document Computing Symposium, 2013

2012
Document ranking with quantum probabilities.
PhD thesis, 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

The impact of OCR accuracy on automated cancer classification of pathology reports.
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

Classification of pathology reports for cancer registry notifications.
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

Top-k Retrieval Using Facility Location Analysis.
Proceedings of the Advances in Information Retrieval, 2012

A comprehensive analysis of parameter settings for novelty-biased cumulative gain.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 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

Is the unigram relevance model term independent?: classifying term dependencies in query expansion.
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
University of Glasgow (qirdcsuog) at TREC Crowdsourcing 2011: TurkRank-Network-based Worker Ranking in Crowdsourcing.
Proceedings of The Twentieth Text REtrieval Conference, 2011

The interactive PRP for diversifying document rankings.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Investigating Subspace Distances in Semantic Spaces.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

On the use of Complex Numbers in Quantum Models for Information Retrieval.
Proceedings of the Advances in Information Retrieval Theory, 2011

An Analysis of Ranking Principles and Retrieval Strategies.
Proceedings of the Advances in Information Retrieval Theory, 2011

Using Emotion to Diversify Document Rankings.
Proceedings of the Advances in Information Retrieval Theory, 2011

A Query-Basis Approach to Parametrizing Novelty-Biased Cumulative Gain.
Proceedings of the Advances in Information Retrieval Theory, 2011

Back to the Roots: Mean-Variance Analysis of Relevance Estimations.
Proceedings of the Advances in Information Retrieval, 2011

2010
Has portfolio theory got any principles?
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Estimating interference in the QPRP for subtopic retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Developing the Quantum Probability Ranking Principle.
Proceedings of the IIR 2010, 2010

Using the Quantum Probability Ranking Principle to Rank Interdependent Documents.
Proceedings of the Advances in Information Retrieval, 2010

When Two Is Better Than One: A Study of Ranking Paradigms and Their Integrations for Subtopic Retrieval.
Proceedings of the Information Retrieval Technology, 2010


Revisiting Sub-topic Retrieval in the ImageCLEF 2009 Photo Retrieval Task.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Revisiting logical imaging for information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Semantic Spaces: Measuring the Distance between Different Subspaces.
Proceedings of the Quantum Interaction, Third International Symposium, 2009

The Quantum Probability Ranking Principle for Information Retrieval.
Proceedings of the Advances in Information Retrieval Theory, 2009

The University of Glasgow at ImageCLEFPhoto 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

University of Glasgow at ImageCLEFPhoto 2009: Optimising Similarity and Diversity in Image Retrieval.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

2008
A Formalization of Logical Imaging for Information Retrieval Using Quantum Theory.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008


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