The Information Engineering Lab IELab @ UQ | The University of Queensland

Publications

All Publications

2024

Does Vec2Text Pose a New Corpus Poisoning Threat?
Shengyao Zhuang, Bevan Koopman, Guido Zuccon
arXiv  ·  10 Oct 2024  ·  arXiv:2410.06628
FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop
Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Thomas Do, Chin-Teng Lin
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing  ·  05 Oct 2024  ·  10.1145/3675094.3678998
Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions
Sebastian Heineking, Jonas Probst, Daniel Steinbach, Martin Potthast, Harrisen Scells
arXiv  ·  19 Aug 2024  ·  https://arxiv.org/abs/2408.09831
Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins
Lukas Gienapp, Niklas Deckers, Martin Potthast, Harrisen Scells
arXiv  ·  01 Aug 2024  ·  arXiv:2407.21515
Context Embeddings for Efficient Answer Generation in RAG
David Rau, Shuai Wang, Hervé Déjean, Stéphane Clinchant
arXiv  ·  24 Jul 2024  ·  arXiv:2407.09252
Resources for Combining Teaching and Research in Information Retrieval Coursework
Maik Fröbe, Harrisen Scells, Theresa Elstner, Christopher Akiki, Lukas Gienapp, Jan Heinrich Reimer, Sean MacAvaney, Benno Stein, Matthias Hagen, Martin Potthast
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657886
Search under Uncertainty: Cognitive Biases and Heuristics: A Tutorial on Testing, Mitigating and Accounting for Cognitive Biases in Search Experiments
Jiqun Liu, Leif Azzopardi
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3661382
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection
Ekaterina Khramtsova, Teerapong Leelanupab, Shengyao Zhuang, Mahsa Baktashmotlagh, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657674
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
Shuai Wang, Ekaterina Khramtsova, Shengyao Zhuang, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657853
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation
Xinyu Mao, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657921
Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures
Shuai Wang, Shengyao Zhuang, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657949
What do Users Really Ask Large Language Models? An Initial Log Analysis of Google Bard Interactions in the Wild
Johanne R. Trippas, Sara Fahad Dawood Al Lawati, Joel Mackenzie, Luke Gallagher
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657914
TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants
Mohammad Aliannejadi, Zahra Abbasiantaeb, Shubham Chatterjee, Jeffrey Dalton, Leif Azzopardi
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657860
ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval
Maik Fröbe, Joel Mackenzie, Bhaskar Mitra, Franco Maria Nardini, Martin Potthast
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657994
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models
Shengyao Zhuang, Honglei Zhuang, Bevan Koopman, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657813
Leveraging LLMs for Unsupervised Dense Retriever Ranking
Ekaterina Khramtsova, Shengyao Zhuang, Mahsa Baktashmotlagh, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657798
Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval
Watheq Mansour, Shengyao Zhuang, Guido Zuccon, Joel Mackenzie
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657850
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
arXiv  ·  02 Jul 2024  ·  arXiv:2407.01102
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
arXiv  ·  21 Jun 2024  ·  arXiv:2406.13181
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers
Shuoqi Sun, Shengyao Zhuang, Shuai Wang, Guido Zuccon
arXiv  ·  21 Jun 2024  ·  arXiv:2406.14117
A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking
Ferdinand Schlatt, Maik Fröbe, Harrisen Scells, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Benno Stein, Martin Potthast, Matthias Hagen
arXiv  ·  18 Jun 2024  ·  arXiv:2405.07920
Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders
Ferdinand Schlatt, Maik Fröbe, Harrisen Scells, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Benno Stein, Martin Potthast, Matthias Hagen
arXiv  ·  18 Jun 2024  ·  arXiv:2404.06912
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon
arXiv  ·  18 Jun 2024  ·  arXiv:2404.18424
Report on the Collab-a-Thon at ECIR 2024
Sean MacAvaney, Adam Roegiest, Aldo Lipani, Andrew Parry, Björn Engelmann Engelmann, …, Shubham Chatterjee, Thomas Jaenich, Udo Kruschwitz, Xi Wang, Zijun Long
ACM SIGIR Forum  ·  01 Jun 2024  ·  10.1145/3687273.3687287
Evaluating Generative Ad Hoc Information Retrieval
Lukas Gienapp, Harrisen Scells, Niklas Deckers, Janek Bevendorff, Shuai Wang, …, Maik Fröbe, Guido Zuccon, Benno Stein, Matthias Hagen, Martin Potthast
arXiv  ·  24 May 2024  ·  arXiv:2311.04694
Can We Use Large Language Models to Fill Relevance Judgment Holes?
Zahra Abbasiantaeb, Chuan Meng, Leif Azzopardi, Mohammad Aliannejadi
arXiv  ·  10 May 2024  ·  arXiv:2405.05600
The new paradigm in machine learning – foundation models, large language models and beyond: a primer for physicians
Ian A. Scott, Guido Zuccon
Internal Medicine Journal  ·  01 May 2024  ·  10.1111/imj.16393
Achieving large-scale clinician adoption of AI-enabled decision support
Ian A. Scott, Anton van der Vegt, Paul Lane, Steven McPhail, Farah Magrabi
BMJ Health & Care Informatics  ·  01 May 2024  ·  10.1136/bmjhci-2023-100971
A Conceptual Framework for Conversational Search and Recommendation: Conceptualizing Agent-Human Interactions During the Conversational Search Process
Leif Azzopardi, Mateusz Dubiel, Martin Halvey, Jeffery Dalton
arXiv  ·  15 Apr 2024  ·  arXiv:2404.08630
Intensive care unit admission criteria: a scoping review
James Soares, Catherine Leung, Victoria Campbell, Anton Van Der Vegt, James Malycha, Christopher Andersen
Journal of the Intensive Care Society  ·  15 Apr 2024  ·  10.1177/17511437241246901
CoLAL: Co-learning Active Learning for Text Classification
Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini
Proceedings of the AAAI Conference on Artificial Intelligence  ·  24 Mar 2024  ·  10.1609/aaai.v38i12.29235
Measuring the retrievability of digital library content using analytics data
Hamed Jahani, Leif Azzopardi, Mark Sanderson
Journal of the Association for Information Science and Technology  ·  19 Mar 2024  ·  10.1002/asi.24886
Seeking Socially Responsible Consumers: Exploring the Intention-Search-Behaviour Gap
Leif Azzopardi, Frans Van Der Sluis
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval  ·  10 Mar 2024  ·  10.1145/3627508.3638324
The Influence of Presentation and Performance on User Satisfaction
Kanaad Pathak, Leif Azzopardi, Martin Halvey
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval  ·  10 Mar 2024  ·  10.1145/3627508.3638335
Search under Uncertainty: Cognitive Biases and Heuristics - Tutorial on Modeling Search Interaction using Behavioral Economics
Leif Azzopardi, Jiqun Liu
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval  ·  10 Mar 2024  ·  10.1145/3627508.3638297
Uncharted Territory: Understanding Exploratory Search Behaviours in Literature Reviews
Ayah Soufan, Ian Ruthven, Leif Azzopardi
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval  ·  10 Mar 2024  ·  10.1145/3627508.3638334
Large Language Models for Stemming: Promises, Pitfalls and Failures
Shuai Wang, Shengyao Zhuang, Guido Zuccon
arXiv  ·  20 Feb 2024  ·  arXiv:2402.11757
How much freedom does an effectiveness metric really have?
Alistair Moffat, Joel Mackenzie
Journal of the Association for Information Science and Technology  ·  15 Feb 2024  ·  10.1002/asi.24874
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
Shuai Wang, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
arXiv  ·  01 Feb 2024  ·  arXiv:2401.17645
Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM
Christine Mary Hallinan, Roger Ward, Graeme K Hart, Clair Sullivan, Nicole Pratt, …, Siaw-Teng Liaw, Oliver Daly, Blanca Gallego Luxan, David Bunker, Douglas Boyle
BMJ Health & Care Informatics  ·  01 Feb 2024  ·  10.1136/bmjhci-2023-100953
TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval
Chuting Yu, Hang Li, Ahmed Mourad, Bevan Koopman, Guido Zuccon
arXiv  ·  24 Jan 2024  ·  https://arxiv.org/abs/2401.13509
A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR
Xinyu Mao, Bevan Koopman, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56066-8_13
Measuring Bias in a Ranked List Using Term-Based Representations
Amin Abolghasemi, Leif Azzopardi, Arian Askari, Maarten de Rijke, Suzan Verberne
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56069-9_1
Zero-Shot Generative Large Language Models for Systematic Review Screening Automation
Shuai Wang, Harrisen Scells, Shengyao Zhuang, Martin Potthast, Bevan Koopman, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56027-9_25
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony Nguyen, Bevan Koopman
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing  ·  01 Jan 2024  ·  10.18653/v1/2024.bionlp-1.8
Longitudinal data and a semantic similarity reward for chest X-ray report generation
Aaron Nicolson, Jason Dowling, Douglas Anderson, Bevan Koopman
Informatics in Medicine Unlocked  ·  01 Jan 2024  ·  10.1016/j.imu.2024.101585
The Search Futures Workshop
Leif Azzopardi, Charles L. A. Clarke, Paul B. Kantor, Bhaskar Mitra, Johanne R. Trippas, Zhaochun Ren
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56069-9_57
Ranking Heterogeneous Search Result Pages Using the Interactive Probability Ranking Principle
Kanaad Pathak, Leif Azzopardi, Martin Halvey
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56060-6_7
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony Nguyen
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing  ·  01 Jan 2024  ·  10.18653/v1/2024.bionlp-1.59
How to Forget Clients in Federated Online Learning to Rank?
Shuyi Wang, Bing Liu, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56063-7_7
Stochastic Featurization for Active Learning
Linh Le, Minh-Tien Nguyen, Khai Phan Tran, Genghong Zhao, Zhang Xia, Guido Zuccon, Gianluca Demartini
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-67751-9_5

2023

Why clinical artificial intelligence is (almost) non‐existent in Australian hospitals and how to fix it
Anton van der Vegt, Victoria Campbell, Guido Zuccon
Medical Journal of Australia  ·  26 Dec 2023  ·  10.5694/mja2.52195
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625333
Lossy Compression Options for Dense Index Retention
Joel Mackenzie, Alistair Moffat
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625316
ChatGPT Hallucinates when Attributing Answers
Guido Zuccon, Bevan Koopman, Razia Shaik
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625329
Selecting which Dense Retriever to use for Zero-Shot Search
Ekaterina Khramtsova, Shengyao Zhuang, Mahsa Baktashmotlagh, Xi Wang, Guido Zuccon
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625330
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation
Shuai Wang, Harrisen Scells, Bevan Koopman, Martin Potthast, Guido Zuccon
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625322
Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval
Shengyao Zhuang, Linjun Shou, Jian Pei, Ming Gong, Houxing Ren, Guido Zuccon, Daxin Jiang
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625324
VizPut: Insight-Aware Imputation of Incomplete Data for Visualization Recommendation
Rischan Mafrur, Mohamed A Sharaf, Guido Zuccon
arXiv  ·  15 Nov 2023  ·  arXiv:2311.07926
Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain
Anton H van der Vegt, Victoria Campbell, Imogen Mitchell, James Malycha, Joanna Simpson, …, Vikrant R Kalke, Jovie A Decoyna, Nicholas Es’haghi, Chun-Huei Liu, Ian A Scott
Journal of the American Medical Informatics Association  ·  14 Nov 2023  ·  10.1093/jamia/ocad220
VizPut: Insight-Aware Imputation of Incomplete Data for Visualization Recommendation
Rischan Mafrur, Mohamed A. Sharaf, Guido Zuccon
[no publisher info]  ·  03 Nov 2023  ·  https://doi.org/10.48550/arXiv.2311.07926
Integrated Data Governance, Digital Health, and the Common Data Model (OMOP-CDM)
Christine Mary Hallinan, Roger Ward, Graeme K Hart, Clair Sullivan, Nicole Pratt, …, Teng Liaw, Oliver Daly, Blanca Gallego Luxan, David Bunker, Douglas Boyle
Research Square Platform LLC  ·  27 Oct 2023  ·  10.21203/rs.3.rs-3479039/v1
Retrievability Bias Estimation Using Synthetically Generated Queries
Amin Abolghasemi, Suzan Verberne, Arian Askari, Leif Azzopardi
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management  ·  21 Oct 2023  ·  10.1145/3583780.3615221
Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy
Amir Kamel Rahimi, Moji Ghadimi, Anton H. van der Vegt, Oliver J. Canfell, Jason D. Pole, Clair Sullivan, Sally Shrapnel
BMC Medical Informatics and Decision Making  ·  09 Oct 2023  ·  10.1186/s12911-023-02306-0
Improving chest X-ray report generation by leveraging warm starting
Aaron Nicolson, Jason Dowling, Bevan Koopman
Artificial Intelligence in Medicine  ·  01 Oct 2023  ·  10.1016/j.artmed.2023.102633
Active learning with feature matching for clinical named entity recognition
Linh Le, Gianluca Demartini, Guido Zuccon, Genghong Zhao, Xia Zhang
Natural Language Processing Journal  ·  01 Sep 2023  ·  10.1016/j.nlp.2023.100015
A Systematic Review of Cost, Effort, and Load Research in Information Search and Retrieval, 1972–2020
Molly McGregor, Leif Azzopardi, Martin Halvey
ACM Transactions on Information Systems  ·  18 Aug 2023  ·  10.1145/3583069
Outcome-based Evaluation of Systematic Review Automation
Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval  ·  09 Aug 2023  ·  10.1145/3578337.3605135
Exploring the Representation Power of SPLADE Models
Joel Mackenzie, Shengyao Zhuang, Guido Zuccon
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval  ·  09 Aug 2023  ·  10.1145/3578337.3605129
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models
Guido Zuccon, Harrisen Scells, Shengyao Zhuang
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval  ·  09 Aug 2023  ·  10.1145/3578337.3605121
An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems
Shuyi Wang, Guido Zuccon
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval  ·  09 Aug 2023  ·  10.1145/3578337.3605117
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense Retrieval
Shengyao Zhuang, Linjun Shou, Guido Zuccon
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591952
Balanced Topic Aware Sampling for Effective Dense Retriever: A Reproducibility Study
Shuai Wang, Guido Zuccon
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591915
ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval
Sebastian Bruch, Joel Mackenzie, Maria Maistro, Franco Maria Nardini
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591922
Smooth Operators for Effective Systematic Review Queries
Harrisen Scells, Ferdinand Schlatt, Martin Potthast
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591768
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591703
Profiling and Visualizing Dynamic Pruning Algorithms
Zhixuan Li, Joel Mackenzie
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591806
pybool_ir: A Toolkit for Domain-Specific Search Experiments
Harrisen Scells, Martin Potthast
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591819
The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives
Jan Heinrich Reimer, Sebastian Schmidt, Maik Fröbe, Lukas Gienapp, Harrisen Scells, Benno Stein, Matthias Hagen, Martin Potthast
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591890
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang
arXiv  ·  10 Jul 2023  ·  arXiv:2206.10128
What the Dickens: Post-mortem privacy and intergenerational trust
Burkhard Schafer, Jo Briggs, Wendy Moncur, Emma Nicol, Leif Azzopardi
Computer Law & Security Review  ·  01 Jul 2023  ·  10.1016/j.clsr.2023.105800
AgAsk: an agent to help answer farmer’s questions from scientific documents
Bevan Koopman, Ahmed Mourad, Hang Li, Anton van der Vegt, Shengyao Zhuang, Simon Gibson, Yash Dang, David Lawrence, Guido Zuccon
International Journal on Digital Libraries  ·  19 Jun 2023  ·  10.1007/s00799-023-00369-y
Analysis of Emotion Annotation Strength Improves Generalization in Speech Emotion Recognition Models
Joao Palotti, Gagan Narula, Lekan Raheem, Herbert Bay
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)  ·  01 Jun 2023  ·  10.1109/cvprw59228.2023.00619
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework
Anton H van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J Schnetler, Vikrant R Kalke, Paul J Lane
Journal of the American Medical Informatics Association  ·  19 May 2023  ·  10.1093/jamia/ocad088
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework
Anton H van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J Schnetler, Vikrant R Kalke, Paul J Lane
Journal of the American Medical Informatics Association  ·  12 May 2023  ·  10.1093/jamia/ocad075
Efficient immediate-access dynamic indexing
Alistair Moffat, Joel Mackenzie
Information Processing & Management  ·  01 May 2023  ·  10.1016/j.ipm.2022.103248
Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls
Hang Li, Ahmed Mourad, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
ACM Transactions on Information Systems  ·  10 Apr 2023  ·  10.1145/3570724
Gain more with less: Extracting information from business documents with small data
Minh-Tien Nguyen, Nguyen Hong Son, Le Thai Linh
Expert Systems with Applications  ·  01 Apr 2023  ·  10.1016/j.eswa.2022.119274
Driven to Distraction: Examining the Influence of Distractors on Search Behaviours, Performance and Experience
Leif Azzopardi, David Maxwell, Martin Halvey, Claudia Hauff
Proceedings of the 2023 Conference on Human Information Interaction and Retrieval  ·  19 Mar 2023  ·  10.1145/3576840.3578298
MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction
Shuai Wang, Hang Li, Guido Zuccon
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining  ·  27 Feb 2023  ·  10.1145/3539597.3573025
AgAsk: A Conversational Search Agent for Answering Agricultural Questions
Hang Li, Bevan Koopman, Ahmed Mourad, Guido Zuccon
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining  ·  27 Feb 2023  ·  10.1145/3539597.3573034
Dependency-aware Self-training for Entity Alignment
Bing Liu, Tiancheng Lan, Wen Hua, Guido Zuccon
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining  ·  27 Feb 2023  ·  10.1145/3539597.3570370
Efficient Diversification for Recommending Aggregate Data Visualizations
Mohamed A. Sharaf, Rischan Mafrur, Guido Zuccon
IEEE Access  ·  01 Jan 2023  ·  10.1109/ACCESS.2023.3283457
A Reproducibility Study of Question Retrieval for Clarifying Questions
Sebastian Cross, Guido Zuccon, Ahmed Mourad
Lecture Notes in Computer Science  ·  01 Jan 2023  ·  10.1007/978-3-031-28241-6_3
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation
Aaron Nicolson, Jason Dowling, Bevan Koopman
The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks  ·  01 Jan 2023  ·  10.18653/v1/2023.bionlp-1.56
Index-Based Batch Query Processing Revisited
Joel Mackenzie, Alistair Moffat
Lecture Notes in Computer Science  ·  01 Jan 2023  ·  10.1007/978-3-031-28241-6_6
Towards Accurate and Efficient Sleep Period Detection Using Wearable Devices
Fatemeh Jokar, George Azzopardi, Joao Palotti
Lecture Notes in Computer Science  ·  01 Jan 2023  ·  10.1007/978-3-031-44240-7_5
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness
Bevan Koopman, Guido Zuccon
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing  ·  01 Jan 2023  ·  10.18653/v1/2023.emnlp-main.928
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking
Shengyao Zhuang, Bing Liu, Bevan Koopman, Guido Zuccon
Findings of the Association for Computational Linguistics: EMNLP 2023  ·  01 Jan 2023  ·  10.18653/v1/2023.findings-emnlp.590

2022

Efficient Document-at-a-Time and Score-at-a-Time Query Evaluation for Learned Sparse Representations
Joel Mackenzie, Andrew Trotman, Jimmy Lin
ACM Transactions on Information Systems  ·  15 Dec 2022  ·  10.1145/3576922
Robustness of Neural Rankers to Typos: A Comparative Study
Shengyao Zhuang, Xinyu Mao, Guido Zuccon
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572981
The Task: Distinguishing Tasks and Sessions in Legal Information Retrieval
Gineke Wiggers, Guido Zuccon
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572983
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572980
Pseudo-Relevance Feedback with Dense Retrievers in Pyserini
Hang Li, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572982
Immediate-Access Indexing Using Space-Efficient Extensible Arrays
Alistair Moffat, Joel Mackenzie
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572984
Building a knowledge base for colorectal cancer patient care using formal concept analysis
Jing Xiang, Hanbing Xu, Suresh Pokharel, Jiqing Li, Fuzhong Xue, Ping Zhang
BMC Medical Informatics and Decision Making  ·  23 Nov 2022  ·  10.1186/s12911-021-01728-y
Revealing Cumulative Risks in Online Personal Information: A Data Narrative Study
Emma Nicol, Jo Briggs, Wendy Moncur, Amal Htait, Daniel Paul Carey, Leif Azzopardi, Burkhard Schafer
Proceedings of the ACM on Human-Computer Interaction  ·  07 Nov 2022  ·  10.1145/3555214
Automated MeSH term suggestion for effective query formulation in systematic reviews literature search
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Intelligent Systems with Applications  ·  01 Nov 2022  ·  10.1016/j.iswa.2022.200141
LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild
Sofia Yfantidou, Christina Karagianni, Stefanos Efstathiou, Athena Vakali, Joao Palotti, Dimitrios Panteleimon Giakatos, Thomas Marchioro, Andrei Kazlouski, Elena Ferrari, Šarūnas Girdzijauskas
Scientific Data  ·  31 Oct 2022  ·  10.1038/s41597-022-01764-x
SCC - A Test Collection for Search in Chat Conversations
Ismail Sabei, Ahmed Mourad, Guido Zuccon
Proceedings of the 31st ACM International Conference on Information & Knowledge Management  ·  17 Oct 2022  ·  10.1145/3511808.3557692
High-quality Task Division for Large-scale Entity Alignment
Bing Liu, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management  ·  17 Oct 2022  ·  10.1145/3511808.3557352
Comparing Levels and Types of Situational-Awareness based Agent Transparency in Human-Agent Collaboration
Sylvain Daronnat, Leif Azzopardi, Martin Halvey
Proceedings of the Human Factors and Ergonomics Society Annual Meeting  ·  01 Sep 2022  ·  10.1177/1071181322661498
The Impact of Query Refinement on Systematic Review Literature Search
Harrisen Scells, Connor Forbes, Justin Clark, Bevan Koopman, Guido Zuccon
Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval  ·  23 Aug 2022  ·  10.1145/3539813.3545143
Reinforcement online learning to rank with unbiased reward shaping
Shengyao Zhuang, Zhihao Qiao, Guido Zuccon
Information Retrieval Journal  ·  04 Aug 2022  ·  10.1007/s10791-022-09413-y
Reduce, Reuse, Recycle
Harrisen Scells, Shengyao Zhuang, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531766
Implicit Feedback for Dense Passage Retrieval
Shengyao Zhuang, Hang Li, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531994
Preserving the Privacy and Cybersecurity of Home Energy Data
Richard Bean, Yanjun Zhang, Ryan K.  L. Ko, Xinyu Mao, Guangdong Bai
Emerging Trends in Cybersecurity Applications  ·  06 Jul 2022  ·  10.1007/978-3-031-09640-2_15
From Little Things Big Things Grow
Shuai Wang, Harrisen Scells, Justin Clark, Bevan Koopman, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531748
Is Non-IID Data a Threat in Federated Online Learning to Rank?
Shuyi Wang, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531709
Asyncval
Shengyao Zhuang, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531658
A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods
Andrew Trotman, Joel Mackenzie, Pradeesh Parameswaran, Jimmy Lin
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531657
To Interpolate or not to Interpolate
Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531884
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos
Shengyao Zhuang, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531951
Are Taylor's Posts Risky? Evaluating Cumulative Revelations in Online Personal Data
Leif Azzopardi, Jo Briggs, Melissa Duheric, Callum Nash, Emma Nicol, Wendy Moncur, Burkhard Schafer
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531659
Faster Learned Sparse Retrieval with Guided Traversal
Antonio Mallia, Joel Mackenzie, Torsten Suel, Nicola Tonellotto
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531774
How Does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval
Hang Li, Ahmed Mourad, Bevan Koopman, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531822
A Flexible Framework for Offline Effectiveness Metrics
Alistair Moffat, Joel Mackenzie, Paul Thomas, Leif Azzopardi
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531924
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching
Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou
Proceedings of the AAAI Conference on Artificial Intelligence  ·  28 Jun 2022  ·  10.1609/aaai.v36i4.20348
Report on the 25th Australasian Document Computing Symposium (ADCS 2021)
Joel Mackenzie, Damiano Spina
ACM SIGIR Forum  ·  01 Jun 2022  ·  10.1145/3582524.3582532
Detecting sleep outside the clinic using wearable heart rate devices
Ignacio Perez-Pozuelo, Marius Posa, Dimitris Spathis, Kate Westgate, Nicholas Wareham, Cecilia Mascolo, Søren Brage, Joao Palotti
Scientific Reports  ·  13 May 2022  ·  10.1038/s41598-022-11792-7
Tasrif: processing wearable data in Python
Abdulaziz Al Homaid, Syed Hashim, Fadhil Abubaker, Ummar Abbas, Faisal Farooq, Joao Palotti
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)  ·  21 Mar 2022  ·  10.1109/percomworkshops53856.2022.9767286
Searching the Literature: An Analysis of an Exploratory Search Task
Ayah Soufan, Ian Ruthven, Leif Azzopardi
ACM SIGIR Conference on Human Information Interaction and Retrieval  ·  14 Mar 2022  ·  10.1145/3498366.3505818
Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital
Han Chang Lim, Jodie A. Austin, Anton H. van der Vegt, Amir Kamel Rahimi, Oliver J. Canfell, …, Jason D. Pole, Michael A. Barras, Tobias Hodgson, Sally Shrapnel, Clair M. Sullivan
Applied Clinical Informatics  ·  01 Mar 2022  ·  10.1055/s-0042-1743243
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years
Daniel Locke, Guido Zuccon
arXiv  ·  16 Feb 2022  ·  arXiv:2202.07209
Efficient query processing techniques for next-page retrieval
Joel Mackenzie, Matthias Petri, Alistair Moffat
Information Retrieval Journal  ·  18 Jan 2022  ·  10.1007/s10791-021-09402-7
A Sensitivity Analysis of the MSMARCO Passage Collection
Joel Mackenzie, Matthias Petri, Alistair Moffat
arXiv  ·  12 Jan 2022  ·  arXiv:2112.03396
Seed-Driven Document Ranking for Systematic Reviews: A Reproducibility Study
Shuai Wang, Harrisen Scells, Ahmed Mourad, Guido Zuccon
Advances in Information Retrieval  ·  01 Jan 2022  ·  https://doi.org/10.1007/978-3-030-99736-6_46
An Initial Analysis of E-Procurement Search Behaviour
Stuart Mackie, Leif Azzopardi, Yashar Moshfeghi
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  10.1007/978-3-030-96960-8_1
Multilingual Detection of Personal Employment Status on Twitter
Manuel Tonneau, Dhaval Adjodah, Joao Palotti, Nir Grinberg, Samuel Fraiberger
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)  ·  01 Jan 2022  ·  10.18653/v1/2022.acl-long.453
Early Risk Detection of Self-Harm Using BERT-Based Transformers
Rodrigo Martínez-Castaño, Amal Htait, Leif Azzopardi, Yashar Moshfeghi
Studies in Computational Intelligence  ·  01 Jan 2022  ·  10.1007/978-3-031-04431-1_8
Tradeoff Options for Bipartite Graph Partitioning
Joel Mackenzie, Matthias Petri, Alistair Moffat
IEEE Transactions on Knowledge and Data Engineering  ·  01 Jan 2022  ·  10.1109/tkde.2022.3208902
Improving BERT-based Query-by-Document Retrieval with Multi-task Optimization
Amin Abolghasemi, Suzan Verberne, Leif Azzopardi
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  10.1007/978-3-030-99739-7_1
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study
Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
Advances in Information Retrieval  ·  01 Jan 2022  ·  https://doi.org/10.1007/978-3-030-99736-6_40
Making sense of Trifles: Data Narratives and Cumulative Data Disclosure
Callum Nash, Dan Carey, Emma Nicol, Amal Htait, Burkhard Schafer, Jo Briggs, Wendy Moncur, Leif Azzopardi
Jusletter-IT  ·  01 Jan 2022  ·  10.38023/e77f5f7d-98c2-4759-a036-b1539bc4a8ae
Accelerating Learned Sparse Indexes Via Term Impact Decomposition
Joel Mackenzie, Antonio Mallia, Alistair Moffat, Matthias Petri
Findings of the Association for Computational Linguistics: EMNLP 2022  ·  01 Jan 2022  ·  10.18653/v1/2022.findings-emnlp.205
Guiding Neural Entity Alignment with Compatibility
Bing Liu, Harrisen Scells, Wen Hua, Guido Zuccon, Genghong Zhao, Xia Zhang
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing  ·  01 Jan 2022  ·  10.18653/v1/2022.emnlp-main.32
Towards Building Economic Models of Conversational Search
Leif Azzopardi, Mohammad Aliannejadi, Evangelos Kanoulas
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  10.1007/978-3-030-99739-7_4
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images
Aaron Nicolson, Jason Dowling, Bevan Koopman
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  10.1007/978-3-031-13643-6_15
Causality Discovery Based on Combined Causes and Multiple Causes in Drug-Drug Interaction
Sitthichoke Subpaiboonkit, Xue Li, Xin Zhao, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2022  ·  10.1007/978-3-031-22064-7_5

2021

Cohort-based Clinical Trial Retrieval
Bevan Koopman, Guido Zuccon
Australasian Document Computing Symposium  ·  09 Dec 2021  ·  10.1145/3503516.3503529
Cost-Effective Updating of Distributed Reordered Indexes
Joel Mackenzie, Alistair Moffat
Australasian Document Computing Symposium  ·  09 Dec 2021  ·  10.1145/3503516.3503528
MeSH Term Suggestion for Systematic Review Literature Search
Shuai Wang, Hang Li, Harrisen Scells, Daniel Locke, Guido Zuccon
Australasian Document Computing Symposium  ·  09 Dec 2021  ·  10.1145/3503516.3503530
Analysing Mixed Initiatives and Search Strategies during Conversational Search
Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell
Proceedings of the 30th ACM International Conference on Information & Knowledge Management  ·  26 Oct 2021  ·  10.1145/3459637.3482231
Design and Research of Intelligent Question-Answering(Q&A) System Based on High School Course Knowledge Graph
Zhijun Yang, Yang Wang, Jianhou Gan, Hang Li, Ning Lei
Mobile Networks and Applications  ·  01 Oct 2021  ·  https://doi.org/10.1007/s11036-020-01726-w
Towards Identifying, Understanding and Controlling Cumulative Revelations in Social Media
Emma Nicol, Amal Htait, Leif Azzopardi, Wendy Moncur
Proceedings of the Association for Information Science and Technology  ·  01 Oct 2021  ·  10.1002/pra2.566
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion
Shengyao Zhuang, Guido Zuccon
arXiv  ·  14 Sep 2021  ·  arXiv:2108.08513
Anytime Ranking on Document-Ordered Indexes
Joel Mackenzie, Matthias Petri, Alistair Moffat
ACM Transactions on Information Systems  ·  08 Sep 2021  ·  10.1145/3467890
Investigating the Impact of Visual Environmental Uncertainty on Human-Agent Teaming
Sylvain Daronnat, Leif Azzopardi, Martin Halvey
Proceedings of the Human Factors and Ergonomics Society Annual Meeting  ·  01 Sep 2021  ·  10.1177/1071181321651209
Detecting Comments on News Articles in Microblogs
Alok Kothari, Walid Magdy, Kareem Darwish, Ahmed Mourad, Ahmed Taei
Proceedings of the International AAAI Conference on Web and Social Media  ·  03 Aug 2021  ·  10.1609/icwsm.v7i1.14391
Information Extraction of Domain-Specific Business Documents with Limited Data
Minh-Tien Nguyen, Le Thai Linh, Dung Tien Le, Nguyen Hong Son, Do Hoang Thai Duong, Bui Cong Minh, Akira Shojiguchi
2021 International Joint Conference on Neural Networks (IJCNN)  ·  18 Jul 2021  ·  10.1109/ijcnn52387.2021.9534328
Loss-based Active Learning for Named Entity Recognition
Le Thai Linh, Minh-Tien Nguyen, Guido Zuccon, Gianluca Demartini
2021 International Joint Conference on Neural Networks (IJCNN)  ·  18 Jul 2021  ·  10.1109/ijcnn52387.2021.9533675
Big Brother: A Drop-In Website Interaction Logging Service
Harrisen Scells, Guido Zuccon
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  https://doi.org/10.1145/3404835.3462781
Sentiment Intensity Prediction using Neural Word Embeddings
Amal Htait, Leif Azzopardi
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472254
BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval
Shuai Wang, Shengyao Zhuang, Guido Zuccon
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472233
Modality Effects When Simulating User Querying Tasks
Joel Mackenzie, Alistair Moffat
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472244
ERR is not C/W/L: Exploring the Relationship Between Expected Reciprocal Rank and Other Metrics
Leif Azzopardi, Joel Mackenzie, Alistair Moffat
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472239
Precision Medicine Search for Paediatric Oncology
Bevan Koopman, Tracey Wright, Natacha Omer, Veronica McCabe, Guido Zuccon
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  10.1145/3404835.3462792
PECAN: A Platform for Searching Chat Conversations
Kunpeng Qin, Harrisen Scells, Guido Zuccon
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  10.1145/3404835.3462791
Faster Index Reordering with Bipartite Graph Partitioning
Joel Mackenzie, Matthias Petri, Alistair Moffat
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  10.1145/3404835.3462991
Untangling the Concept of Task in Information Seeking and Retrieval
Ayah Soufan, Ian Ruthven, Leif Azzopardi
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472259
TILDE: Term Independent Likelihood moDEl for Passage Re-ranking
Shengyao Zhuang, Guido Zuccon
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  10.1145/3404835.3462922
How do Online Learning to Rank Methods Adapt to Changes of Intent?
Shengyao Zhuang, Guido Zuccon
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  11 Jul 2021  ·  10.1145/3404835.3462937
Effective and Privacy-preserving Federated Online Learning to Rank
Shuyi Wang, Bing Liu, Shengyao Zhuang, Guido Zuccon
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472236
Inferring Trust From Users’ Behaviours; Agents’ Predictability Positively Affects Trust, Task Performance and Cognitive Load in Human-Agent Real-Time Collaboration
Sylvain Daronnat, Leif Azzopardi, Martin Halvey, Mateusz Dubiel
Frontiers in Robotics and AI  ·  08 Jul 2021  ·  10.3389/frobt.2021.642201
A Two-Phase Approach for Predicting Highway Passenger Volume
Yun Xiang, Jingxu Chen, Weijie Yu, Rui Wu, Bing Liu, Baojie Wang, Zhibin Li
Applied Sciences  ·  06 Jul 2021  ·  10.3390/app11146248
Report on the future conversations workshop at CHIIR 2021
Damiano Spina, Johanne R. Trippas, Paul Thomas, Hideo Joho, Katriina Byström, …, Ahmed Mourad, Paul Owoicho, Sachin Pathiyan Cherumanal, Daniel Russell, Laurianne Sitbon
ACM SIGIR Forum  ·  01 Jun 2021  ·  10.1145/3476415.3476421
Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Online Health Advice
Sebastian Cross, Ahmed Mourad, Guido Zuccon, Bevan Koopman
Proceedings of the Web Conference 2021  ·  19 Apr 2021  ·  10.1145/3442381.3450140
Investigating the Influence of Ads on User Search Performance, Behaviour, and Experience during Information Seeking
Olivia Foulds, Leif Azzopardi, Martin Halvey
Proceedings of the 2021 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2021  ·  10.1145/3406522.3446024
Different Keystrokes for Different Folks
Rodger Benham, Joel Mackenzie, J. Shane Culpepper, Alistair Moffat
Proceedings of the 2021 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2021  ·  10.1145/3406522.3446054
Untangling Cost, Effort, and Load in Information Seeking and Retrieval
Molly McGregor, Leif Azzopardi, Martin Halvey
Proceedings of the 2021 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2021  ·  10.1145/3406522.3446026
User Models, Metrics and Measures of Search
Leif Azzopardi, Alistair Moffat, Paul Thomas, Guido Zuccon
Proceedings of the 2021 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2021  ·  10.1145/3406522.3446049
Cognitive Biases in Search
Leif Azzopardi
Proceedings of the 2021 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2021  ·  10.1145/3406522.3446023
Diagnosis Ranking with Knowledge Graph Convolutional Networks
Bing Liu, Guido Zuccon, Wen Hua, Weitong Chen
Advances in Information Retrieval  ·  01 Jan 2021  ·  https://doi.org/10.1007/978-3-030-72113-8_24
Deep Query Likelihood Model for Information Retrieval
Shengyao Zhuang, Hang Li, Guido Zuccon
Advances in Information Retrieval  ·  01 Jan 2021  ·  https://doi.org/10.1007/978-3-030-72240-1_49
Transformers-based information extraction with limited data for domain-specific business documents
Minh-Tien Nguyen, Dung Tien Le, Linh Le
Engineering Applications of Artificial Intelligence  ·  01 Jan 2021  ·  10.1016/j.engappai.2020.104100
AWESSOME: An Unsupervised Sentiment Intensity Scoring Framework Using Neural Word Embeddings
Amal Htait, Leif Azzopardi
Lecture Notes in Computer Science  ·  01 Jan 2021  ·  10.1007/978-3-030-72240-1_56
ActiveEA: Active Learning for Neural Entity Alignment
Bing Liu, Harrisen Scells, Guido Zuccon, Wen Hua, Genghong Zhao
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing  ·  01 Jan 2021  ·  10.18653/v1/2021.emnlp-main.270
Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study
Shuyi Wang, Shengyao Zhuang, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2021  ·  10.1007/978-3-030-72240-1_10
BERT-Based Transformers for Early Detection of Mental Health Illnesses
Rodrigo Martínez-Castaño, Amal Htait, Leif Azzopardi, Yashar Moshfeghi
Lecture Notes in Computer Science  ·  01 Jan 2021  ·  10.1007/978-3-030-85251-1_15
Dealing with Typos for BERT-based Passage Retrieval and Ranking
Shengyao Zhuang, Guido Zuccon
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing  ·  01 Jan 2021  ·  10.18653/v1/2021.emnlp-main.225

2020

Similarity Computation based on Formal Concept Analysis for Colorectal Cancer Patients
Jing Xiang, Hanbing Xu, Suresh Pokharel, Jiqing Li, Fuzhong Xue, Ping Zhang
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)  ·  16 Dec 2020  ·  10.1109/bibm49941.2020.9313144
Impact of Agents’ Errors on Performance, Reliance and Trust in Human-Agent Collaboration
Sylvain Daronnat, Leif Azzopardi, Martin Halvey
Proceedings of the Human Factors and Ergonomics Society Annual Meeting  ·  01 Dec 2020  ·  10.1177/1071181320641091
Impact of Agent Reliability and Predictability on Trust in Real Time Human-Agent Collaboration
Sylvain Daronnat, Leif Azzopardi, Martin Halvey, Mateusz Dubiel
Proceedings of the 8th International Conference on Human-Agent Interaction  ·  10 Nov 2020  ·  10.1145/3406499.3415063
Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection
Ekaterina Khramtsova, Christian Hammerschmidt, Sofian Lagraa, Radu State
2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)  ·  01 Nov 2020  ·  10.1109/icdcs47774.2020.00171
Artificial Intelligence (AI) based machine learning models predict glucose variability and hypoglycaemia risk in patients with type 2 diabetes on a multiple drug regimen who fast during ramadan (The PROFAST – IT Ramadan study)
Tarik Elhadd, Raghvendra Mall, Mohammed Bashir, Joao Palotti, Luis Fernandez-Luque, Faisal Farooq, Dabia Al Mohanadi, Zainab Dabbous, Rayaz A. Malik, Abdul Badi Abou-Samra
Diabetes Research and Clinical Practice  ·  01 Nov 2020  ·  10.1016/j.diabres.2020.108388
A comparison of automatic Boolean query formulation for systematic reviews
Harrisen Scells, Guido Zuccon, Bevan Koopman
Information Retrieval Journal  ·  27 Oct 2020  ·  10.1007/s10791-020-09381-1
Examining the Additivity of Top-k Query Processing Innovations
Joel Mackenzie, Alistair Moffat
Proceedings of the 29th ACM International Conference on Information & Knowledge Management  ·  19 Oct 2020  ·  10.1145/3340531.3412000
AURORA
Minh-Tien Nguyen, Dung Tien Le, Le Thai Linh, Nguyen Hong Son, Do Hoang Thai Duong, Bui Cong Minh, Nguyen Hai Phong, Nguyen Huu Hiep
Proceedings of the 29th ACM International Conference on Information & Knowledge Management  ·  19 Oct 2020  ·  10.1145/3340531.3417434
CC-News-En
Joel Mackenzie, Rodger Benham, Matthias Petri, Johanne R. Trippas, J. Shane Culpepper, Alistair Moffat
Proceedings of the 29th ACM International Conference on Information & Knowledge Management  ·  19 Oct 2020  ·  10.1145/3340531.3412762
How searching under time pressure impacts clinical decision making
Anton Van der Vegt, Guido Zuccon, Bevan Koopman, Anthony Deacon
Journal of the Medical Library Association  ·  01 Oct 2020  ·  10.5195/jmla.2020.915
Interactive Evaluation of Conversational Agents: Reflections on the Impact of Search Task Design
Mateusz Dubiel, Martin Halvey, Leif Azzopardi, Sylvain Daronnat
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval  ·  14 Sep 2020  ·  10.1145/3409256.3409814
Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search
Amal Htait, Sébastien Fournier, Patrice Bellot, Leif Azzopardi, Gabriella Pasi
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval  ·  14 Sep 2020  ·  10.1145/3409256.3409847
Analyzing the Influence of Bigrams on Retrieval Bias and Effectiveness
Abdulaziz AlQatan, Leif Azzopardi, Yashar Moshfeghi
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval  ·  14 Sep 2020  ·  10.1145/3409256.3409831
Detecting sleep in free-living conditions without sleep-diaries: a device-agnostic, wearable heart rate sensing approach
Ignacio Perez-Pozuelo, Marius Posa, Dimitris Spathis, Kate Westgate, Nicholas Wareham, Cecilia Mascolo, Søren Brage, Joao Palotti
Cold Spring Harbor Laboratory  ·  08 Sep 2020  ·  10.1101/2020.09.05.20188367
Do better search engines really equate to better clinical decisions? If not, why not?
Anton van der Vegt, Guido Zuccon, Bevan Koopman
Journal of the Association for Information Science and Technology  ·  18 Aug 2020  ·  10.1002/asi.24398
Temporal tree representation for similarity computation between medical patients
Suresh Pokharel, Guido Zuccon, Xue Li, Chandra Prasetyo Utomo, Yu Li
Artificial Intelligence in Medicine  ·  01 Aug 2020  ·  10.1016/j.artmed.2020.101900
Systematic Review Automation Tools for End-to-End Query Formulation
Hang Li, Harrisen Scells, Guido Zuccon
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  25 Jul 2020  ·  10.1145/3397271.3401402
Predicting Perceptual Speed from Search Behaviour
Olivia Foulds, Alessandro Suglia, Leif Azzopardi, Martin Halvey
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  25 Jul 2020  ·  10.1145/3397271.3401210
DataMirror: Reflecting on One's Data Self
Amal Htait, Leif Azzopardi, Emma Nicol, Wendy Moncur
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  25 Jul 2020  ·  10.1145/3397271.3401398
Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format
Jimmy Lin, Joel Mackenzie, Chris Kamphuis, Craig Macdonald, Antonio Mallia, Michał Siedlaczek, Andrew Trotman, Arjen de Vries
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  25 Jul 2020  ·  10.1145/3397271.3401404
Efficiency Implications of Term Weighting for Passage Retrieval
Joel Mackenzie, Zhuyun Dai, Luke Gallagher, Jamie Callan
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  25 Jul 2020  ·  10.1145/3397271.3401263
Making Sense of Sleep
Bing Zhai, Ignacio Perez-Pozuelo, Emma A. D. Clifton, Joao Palotti, Yu Guan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies  ·  15 Jun 2020  ·  10.1145/3397325
Managing tail latency in large scale information retrieval systems
Joel M. Mackenzie
ACM SIGIR Forum  ·  01 Jun 2020  ·  10.1145/3451964.3451982
Sampling Query Variations for Learning to Rank to Improve Automatic Boolean Query Generation in Systematic Reviews
Harrisen Scells, Guido Zuccon, Mohamed A. Sharaf, Bevan Koopman
Proceedings of The Web Conference 2020  ·  20 Apr 2020  ·  10.1145/3366423.3380075
Automatic Boolean Query Formulation for Systematic Review Literature Search
Harrisen Scells, Guido Zuccon, Bevan Koopman, Justin Clark
Proceedings of The Web Conference 2020  ·  20 Apr 2020  ·  10.1145/3366423.3380185
The future of sleep health: a data-driven revolution in sleep science and medicine
Ignacio Perez-Pozuelo, Bing Zhai, Joao Palotti, Raghvendra Mall, Michaël Aupetit, Juan M. Garcia-Gomez, Shahrad Taheri, Yu Guan, Luis Fernandez-Luque
npj Digital Medicine  ·  23 Mar 2020  ·  10.1038/s41746-020-0244-4
Data-Driven Evaluation Metrics for Heterogeneous Search Engine Result Pages
Leif Azzopardi, Ryen W. White, Paul Thomas, Nick Craswell
Proceedings of the 2020 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2020  ·  10.1145/3343413.3377959
Reflecting upon Perceptual Speed Tests in Information Retrieval
Olivia Foulds, Leif Azzopardi, Martin Halvey
Proceedings of the 2020 Conference on Human Information Interaction and Retrieval  ·  14 Mar 2020  ·  10.1145/3343413.3377982
Correction: Monitoring of the Venezuelan exodus through Facebook’s advertising platform
Joao Palotti, Natalia Adler, Alfredo Morales-Guzman, Jeffrey Villaveces, Vedran Sekara, Manuel Garcia Herranz, Musa Al-Asad, Ingmar Weber
PLOS ONE  ·  10 Mar 2020  ·  10.1371/journal.pone.0230455
Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature.
Anton H van der Vegt, Guido Zuccon, Bevan Koopman
AMIA ... Annual Symposium proceedings. AMIA Symposium  ·  04 Mar 2020  ·  pubmed:32308919
Health Cards to Assist Decision Making in Consumer Health Search.
Jimmy, Guido Zuccon, Gianluca Demartini, Bevan Koopman
AMIA ... Annual Symposium proceedings. AMIA Symposium  ·  04 Mar 2020  ·  pubmed:32308906
Counterfactual Online Learning to Rank
Shengyao Zhuang, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-45439-5_28
A Computational Approach for Objectively Derived Systematic Review Search Strategies
Harrisen Scells, Guido Zuccon, Bevan Koopman, Justin Clark
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-45439-5_26
Sentence Compression as Deletion with Contextual Embeddings
Minh-Tien Nguyen, Cong Minh Bui, Dung Tien Le, Thai Linh Le
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-63007-2_33
Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation
Rischan Mafrur, Mohamed A. Sharaf, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-59003-1_8
You Can Teach an Old Dog New Tricks: Rank Fusion applied to Coordination Level Matching for Ranking in Systematic Reviews
Harrisen Scells, Guido Zuccon, Bevan Koopman
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-45439-5_27
Discriminative Features Generation for Mortality Prediction in ICU
Suresh Pokharel, Zhenkun Shi, Guido Zuccon, Yu Li
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-65390-3_25
Representing EHRs with Temporal Tree and Sequential Pattern Mining for Similarity Computing
Suresh Pokharel, Guido Zuccon, Yu Li
Lecture Notes in Computer Science  ·  01 Jan 2020  ·  10.1007/978-3-030-65390-3_18

2019

Health Card Retrieval for Consumer Health Search
Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Proceedings of the 28th ACM International Conference on Information and Knowledge Management  ·  03 Nov 2019  ·  10.1145/3357384.3358128
Boosting Search Performance Using Query Variations
Rodger Benham, Joel Mackenzie, Alistair Moffat, J. Shane Culpepper
ACM Trans. Inf. Syst.  ·  04 Oct 2019  ·  https://doi.org/10.1145/3345001
A Practical Guide for the Effective Evaluation of Twitter User Geolocation
Ahmed Mourad, Falk Scholer, Walid Magdy, Mark Sanderson
ACM Transactions on Social Computing  ·  30 Sep 2019  ·  10.1145/3352572
Investigating Dominant Trip Distance for Intercity Passenger Transport Mode Using Large-Scale Location-Based Service Data
Yun Xiang, Chengcheng Xu, Weijie Yu, Shuyi Wang, Xuedong Hua, Wei Wang
Sustainability  ·  26 Sep 2019  ·  10.3390/su11195325
Health Cards for Consumer Health Search
Jimmy Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  https://doi.org/10.1145/3331184.3331194
TrecTools
João Palotti, Harrisen Scells, Guido Zuccon
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  10.1145/3331184.3331399
Building Economic Models and Measures of Search
Leif Azzopardi, Alistair Moffat, Paul Thomas, Guido Zuccon
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  10.1145/3331184.3331379
Looking for Opportunities
Stuart Mackie, David Macdonald, Leif Azzopardi, Yashar Moshfeghi
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  10.1145/3331184.3331428
cwl_eval
Leif Azzopardi, Paul Thomas, Alistair Moffat
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  10.1145/3331184.3331398
Accelerated Query Processing Via Similarity Score Prediction
Matthias Petri, Alistair Moffat, Joel Mackenzie, J. Shane Culpepper, Daniel Beck
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2019  ·  10.1145/3331184.3331207
Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement Learning
Bing Liu, Guilin Qi, Lu Pan, Shangfu Duan, Tianxing Wu
2019 International Joint Conference on Neural Networks (IJCNN)  ·  01 Jul 2019  ·  10.1109/ijcnn.2019.8852431
Benchmark on a large cohort for sleep-wake classification with machine learning techniques
Joao Palotti, Raghvendra Mall, Michael Aupetit, Michael Rueschman, Meghna Singh, Aarti Sathyanarayana, Shahrad Taheri, Luis Fernandez-Luque
npj Digital Medicine  ·  07 Jun 2019  ·  10.1038/s41746-019-0126-9
The impact of result diversification on search behaviour and performance
David Maxwell, Leif Azzopardi, Yashar Moshfeghi
Information Retrieval Journal  ·  16 May 2019  ·  10.1007/s10791-019-09353-0
Automatic Boolean Query Refinement for Systematic Review Literature Search
Harrisen Scells, Guido Zuccon, Bevan Koopman
The World Wide Web Conference  ·  13 May 2019  ·  10.1145/3308558.3313544
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Hassan Awadallah, Milad Shokouhi
The World Wide Web Conference  ·  13 May 2019  ·  10.1145/3308558.3313450
Building Economic Models of Human Computer Interaction
Leif Azzopardi, Guido Zuccon
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems  ·  02 May 2019  ·  10.1145/3290607.3298809
WSDM 2019 Tutorial on Health Search (HS2019)
Bevan Koopman, Guido Zuccon
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining  ·  30 Jan 2019  ·  10.1145/3289600.3291379
Health Lifestyle Data-Driven Applications Using Pervasive Computing
Luis Fernandez-Luque, Michaël Aupetit, Joao Palotti, Meghna Singh, Ayman Fadlelbari, Abdelkader Baggag, Kamran Khowaja, Dena Al-Thani
Lecture Notes in Bioengineering  ·  01 Jan 2019  ·  10.1007/978-3-030-06109-8_10
Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery
Sitthichoke Subpaiboonkit, Xue Li, Xin Zhao, Harrisen Scells, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2019  ·  10.1007/978-3-030-35231-8_46
Personalised Medicine in Critical Care Using Bayesian Reinforcement Learning
Chandra Prasetyo Utomo, Hanna Kurniawati, Xue Li, Suresh Pokharel
Lecture Notes in Computer Science  ·  01 Jan 2019  ·  10.1007/978-3-030-35231-8_47
Overview of the CLEF eHealth Evaluation Lab 2019
Liadh Kelly, Hanna Suominen, Lorraine Goeuriot, Mariana Neves, Evangelos Kanoulas, …, Leif Azzopardi, Rene Spijker, Guido Zuccon, Harrisen Scells, João Palotti
Lecture Notes in Computer Science  ·  01 Jan 2019  ·  10.1007/978-3-030-28577-7_26
Adversarial Discriminative Denoising for Distant Supervision Relation Extraction
Bing Liu, Huan Gao, Guilin Qi, Shangfu Duan, Tianxing Wu, Meng Wang
Lecture Notes in Computer Science  ·  01 Jan 2019  ·  10.1007/978-3-030-18590-9_29
Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study
Joel Mackenzie, Antonio Mallia, Matthias Petri, J. Shane Culpepper, Torsten Suel
Lecture Notes in Computer Science  ·  01 Jan 2019  ·  10.1007/978-3-030-15712-8_22
VES Team at TREC Conversational Assistance Track (CAsT) 2019
Vasileios Stamatis, Leif Azzopardi, Alan Wilson
National Institute of Standards and Technology (NIST)  ·  01 Jan 2019  ·  10.6028/nist.sp.1250.cast-ves

2018

Extracting Cancer Mortality Statistics from Free-text Death Certificates
Bevan Koopman, Anthony Nguyen, Danica Cossio, Mary-Jane Courage, Gary Francois
Proceedings of the 23rd Australasian Document Computing Symposium  ·  11 Dec 2018  ·  10.1145/3291992.3292003
Revisiting Spam Filtering in Web Search
Luke Gallagher, Joel Mackenzie, J. Shane Culpepper
Proceedings of the 23rd Australasian Document Computing Symposium  ·  11 Dec 2018  ·  10.1145/3291992.3291999
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings.
Anthony N Nguyen, Donna Truran, Madonna Kemp, Bevan Koopman, David Conlan, …, Ming Zhang, Sarvnaz Karimi, Hamed Hassanzadeh, Michael J Lawley, Damian Green
AMIA ... Annual Symposium proceedings. AMIA Symposium  ·  05 Dec 2018  ·  pubmed:30815123
Impact of a Search Engine on Clinical Decisions Under Time and System Effectiveness Constraints: Research Protocol (Preprint)
Anton van der Vegt, Guido Zuccon, Bevan Koopman, Anthony Deacon
JMIR Publications Inc.  ·  13 Nov 2018  ·  10.2196/preprints.12803
Payoffs and pitfalls in using knowledge-bases for consumer health search
Jimmy, Guido Zuccon, Bevan Koopman
Information Retrieval Journal  ·  08 Nov 2018  ·  10.1007/s10791-018-9344-z
Information retrieval in the workplace: A comparison of professional search practices
Tony Russell-Rose, Jon Chamberlain, Leif Azzopardi
Information Processing & Management  ·  01 Nov 2018  ·  10.1016/j.ipm.2018.07.003
searchrefiner
Harrisen Scells, Guido Zuccon
Proceedings of the 27th ACM International Conference on Information and Knowledge Management  ·  17 Oct 2018  ·  10.1145/3269206.3269215
MM
Joao Palotti, Guido Zuccon, Allan Hanbury
Proceedings of the 27th ACM International Conference on Information and Knowledge Management  ·  17 Oct 2018  ·  10.1145/3269206.3269261
DiVE
Rischan Mafrur, Mohamed A. Sharaf, Hina A. Khan
Proceedings of the 27th ACM International Conference on Information and Knowledge Management  ·  17 Oct 2018  ·  10.1145/3269206.3271744
11th European Summer School in Information Retrieval (ESSIR 2017)
Harrisen Scells
ACM SIGIR Forum  ·  31 Aug 2018  ·  10.1145/3274784.3274793
How Well Did You Locate Me? Effective Evaluation of Twitter User Geolocation
Ahmed Mourad, Falk Scholer, Mark Sanderson, Walid Magdy
2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)  ·  01 Aug 2018  ·  10.1109/asonam.2018.8508701
Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers
Bevan Koopman, Guido Zuccon, Anthony Nguyen, Anton Bergheim, Narelle Grayson
Artificial Intelligence in Medicine  ·  01 Jul 2018  ·  10.1016/j.artmed.2018.04.011
On the Volatility of Commercial Search Engines and its Impact on Information Retrieval Research
  • Jimmy, Guido Zuccon, Gianluca Demartini
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210088
Improving Systematic Review Creation With Information Retrieval
Harrisen Scells
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210226
Generating Better Queries for Systematic Reviews
Harrisen Scells, Guido Zuccon
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210020
A Test Collection for Evaluating Legal Case Law Search
Daniel Locke, Guido Zuccon
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210161
Measuring the Utility of Search Engine Result Pages
Leif Azzopardi, Paul Thomas, Nick Craswell
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210027
An Information Retrieval Experiment Framework for Domain Specific Applications
Harrisen Scells, Daniel Locke, Guido Zuccon
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210167
Query Variation Performance Prediction for Systematic Reviews
Harrisen Scells, Leif Azzopardi, Guido Zuccon, Bevan Koopman
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval  ·  27 Jun 2018  ·  10.1145/3209978.3210078
Consumer Health Search on the Web: Study of Web Page Understandability and Its Integration in Ranking Algorithms (Preprint)
Joao Palotti, Guido Zuccon, Allan Hanbury
JMIR Publications Inc.  ·  07 May 2018  ·  10.2196/preprints.10986
An analysis of evaluation campaigns in ad-hoc medical information retrieval: CLEF eHealth 2013 and 2014
Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Johannes Leveling, Mihai Lupu, Joao Palotti, Guido Zuccon
Information Retrieval Journal  ·  03 May 2018  ·  10.1007/s10791-018-9331-4
Economic Models of Interaction
Leif Azzopardi, Guido Zuccon
Oxford Scholarship Online  ·  22 Mar 2018  ·  10.1093/oso/9780198799603.003.0012
Report on the Second International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol?2017 @ CHIIR)
Leif Azzopardi, Jeremy Pickens, Chirag Shah, Laure Soulier, Lynda Tamine
ACM SIGIR Forum  ·  22 Feb 2018  ·  10.1145/3190580.3190599
Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems
Joel Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining  ·  02 Feb 2018  ·  https://arxiv.org/abs/1704.03970
Query Driven Algorithm Selection in Early Stage Retrieval
Joel Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining  ·  02 Feb 2018  ·  10.1145/3159652.3159676
A task completion framework to support single-interaction IR research
Anton van der Vegt, Guido Zuccon, Bevan Koopman, Peter Bruza
Journal of Documentation  ·  24 Jan 2018  ·  10.1108/jd-09-2017-0128
On the Cost of Negation for Dynamic Pruning
Joel Mackenzie, Craig Macdonald, Falk Scholer, J. Shane Culpepper
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-319-76941-7_42
Information Scent, Searching and Stopping
David Maxwell, Leif Azzopardi
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-319-76941-7_16
The impact of fielding on retrieval performance and bias
Colin Wilkie, Leif Azzopardi
Proceedings of the Association for Information Science and Technology  ·  01 Jan 2018  ·  10.1002/pra2.2018.14505501061
Overview of the CLEF Dynamic Search Evaluation Lab 2018
Evangelos Kanoulas, Leif Azzopardi, Grace Hui Yang
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-319-98932-7_31
Overview of the CLEF eHealth Evaluation Lab 2018
Hanna Suominen, Liadh Kelly, Lorraine Goeuriot, Aurélie Névéol, Lionel Ramadier, …, Leif Azzopardi, Dan Li, Jimmy, João Palotti, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-319-98932-7_26
Choices in Knowledge-Base Retrieval for Consumer Health Search
Jimmy, Guido Zuccon, Bevan Koopman
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-319-76941-7_6
Interesting Recommendations Based on Hierarchical Visualizations of Medical Data
Ibrahim A. Ibrahim, Abdulqader M. Almars, Suresh Pokharel, Xin Zhao, Xue Li
Lecture Notes in Computer Science  ·  01 Jan 2018  ·  10.1007/978-3-030-04503-6_6

2017

Early Termination Heuristics for Score-at-a-Time Index Traversal
Joel Mackenzie, Falk Scholer, J. Shane Culpepper
Proceedings of the 22nd Australasian Document Computing Symposium  ·  07 Dec 2017  ·  10.1145/3166072.3166073
An Empirical Analysis of Pruning Techniques
Ruey-Cheng Chen, Leif Azzopardi, Falk Scholer
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management  ·  06 Nov 2017  ·  10.1145/3132847.3133151
Algorithmic Bias
Colin Wilkie, Leif Azzopardi
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management  ·  06 Nov 2017  ·  10.1145/3132847.3133135
Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews
Harrisen Scells, Guido Zuccon, Bevan Koopman, Anthony Deacon, Leif Azzopardi, Shlomo Geva
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management  ·  06 Nov 2017  ·  10.1145/3132847.3133080
An Initial Investigation of Query Expansion Bias
Colin Wilkie, Leif Azzopardi
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval  ·  01 Oct 2017  ·  10.1145/3121050.3121097
What makes an effective clinical query and querier?
Bevan Koopman, Guido Zuccon, Peter Bruza
Journal of the Association for Information Science and Technology  ·  18 Sep 2017  ·  10.1002/asi.23959
SIGIR 2017 Tutorial on Health Search (HS2017)
Guido Zuccon, Bevan Koopman
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3082061
Generating Clinical Queries from Patient Narratives
Bevan Koopman, Liam Cripwell, Guido Zuccon
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3080661
The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017
Leif Azzopardi, Matt Crane, Hui Fang, Grant Ingersoll, Jimmy Lin, Yashar Moshfeghi, Harrisen Scells, Peilin Yang, Guido Zuccon
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3084374
A Task-oriented Search Engine for Evidence-based Medicine
Bevan Koopman, Guido Zuccon, Jack Russell
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3084136
A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews
Harrisen Scells, Guido Zuccon, Bevan Koopman, Anthony Deacon, Leif Azzopardi, Shlomo Geva
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3080707
Managing Tail Latencies in Large Scale IR Systems
Joel Mackenzie
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  07 Aug 2017  ·  10.1145/3077136.3084152
Fixed budget pooling strategies based on fusion methods
Aldo Lipani, Mihai Lupu, Joao Palotti, Guido Zuccon, Allan Hanbury
Proceedings of the Symposium on Applied Computing  ·  03 Apr 2017  ·  10.1145/3019612.3019692
Task-oriented search for evidence-based medicine
Bevan Koopman, Jack Russell, Guido Zuccon
International Journal on Digital Libraries  ·  01 Mar 2017  ·  10.1007/s00799-017-0209-7
A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation
Matt Crane, J. Shane Culpepper, Jimmy Lin, Joel Mackenzie, Andrew Trotman
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining  ·  02 Feb 2017  ·  10.1145/3018661.3018726
Fixed-Cost Pooling Strategies Based on IR Evaluation Measures
Aldo Lipani, Joao Palotti, Mihai Lupu, Florina Piroi, Guido Zuccon, Allan Hanbury
Lecture Notes in Computer Science  ·  01 Jan 2017  ·  10.1007/978-3-319-56608-5_28
Language Influences on Tweeter Geolocation
Ahmed Mourad, Falk Scholer, Mark Sanderson
Lecture Notes in Computer Science  ·  01 Jan 2017  ·  10.1007/978-3-319-56608-5_26
Does Online Evaluation Correspond to Offline Evaluation in Query Auto Completion?
Alexandros Bampoulidis, João Palotti, Mihai Lupu, Jon Brassey, Allan Hanbury
Lecture Notes in Computer Science  ·  01 Jan 2017  ·  10.1007/978-3-319-56608-5_70
Reducing Workload of Systematic Review Searching and Screening Processes
Harrisen Scells
Electronic Workshops in Computing  ·  01 Jan 2017  ·  10.14236/ewic/fdia2017.2
CLEF 2017 eHealth Evaluation Lab Overview
Lorraine Goeuriot, Liadh Kelly, Hanna Suominen, Aurélie Névéol, Aude Robert, Evangelos Kanoulas, Rene Spijker, João Palotti, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2017  ·  10.1007/978-3-319-65813-1_26
Automatic Query Generation from Legal Texts for Case Law Retrieval
Daniel Locke, Guido Zuccon, Harrisen Scells
Lecture Notes in Computer Science  ·  01 Jan 2017  ·  10.1007/978-3-319-70145-5_14

2016

Boosting Titles does not Generally Improve Retrieval Effectiveness
Jimmy, Guido Zuccon, Bevan Koopman
Proceedings of the 21st Australasian Document Computing Symposium  ·  05 Dec 2016  ·  10.1145/3015022.3015028
Query Variations and their Effect on Comparing Information Retrieval Systems
Guido Zuccon, Joao Palotti, Allan Hanbury
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management  ·  24 Oct 2016  ·  10.1145/2983323.2983723
When is the Time Ripe for Natural Language Processing for Patent Passage Retrieval?
Linda Andersson, Mihai Lupu, João Palotti, Allan Hanbury, Andreas Rauber
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management  ·  24 Oct 2016  ·  10.1145/2983323.2983858
The Impact of Fixed-Cost Pooling Strategies on Test Collection Bias
Aldo Lipani, Guido Zuccon, Mihai Lupu, Bevan Koopman, Allan Hanbury
Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval  ·  12 Sep 2016  ·  10.1145/2970398.2970429
Beyond Topical Relevance
Joao Palotti
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval  ·  07 Jul 2016  ·  10.1145/2911451.2911480
Ranking Health Web Pages with Relevance and Understandability
Joao Palotti, Lorraine Goeuriot, Guido Zuccon, Allan Hanbury
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval  ·  07 Jul 2016  ·  10.1145/2911451.2914741
A Test Collection for Matching Patients to Clinical Trials
Bevan Koopman, Guido Zuccon
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval  ·  07 Jul 2016  ·  10.1145/2911451.2914672
Interactive exploration of healthcare queries
Alexandras Bampoulidis, Mihai Lupu, Joao Palotti, Sokratis Metallidis, Jon Brassey, Allan Hanbury
2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI)  ·  01 Jun 2016  ·  10.1109/cbmi.2016.7500275
Assessors Agreement: A Case Study Across Assessor Type, Payment Levels, Query Variations and Relevance Dimensions
Joao Palotti, Guido Zuccon, Johannes Bernhardt, Allan Hanbury, Lorraine Goeuriot
Lecture Notes in Computer Science  ·  01 Jan 2016  ·  10.1007/978-3-319-44564-9_4

2015

Integrating and Evaluating Neural Word Embeddings in Information Retrieval
Guido Zuccon, Bevan Koopman, Peter Bruza, Leif Azzopardi
Proceedings of the 20th Australasian Document Computing Symposium  ·  08 Dec 2015  ·  10.1145/2838931.2838936
Efficient Location-Aware Web Search
Joel Mackenzie, Farhana M. Choudhury, J. Shane Culpepper
Proceedings of the 20th Australasian Document Computing Symposium  ·  08 Dec 2015  ·  10.1145/2838931.2838933
Information retrieval as semantic inference: a Graph Inference model applied to medical search
Bevan Koopman, Guido Zuccon, Peter Bruza, Laurianne Sitbon, Michael Lawley
Information Retrieval Journal  ·  20 Nov 2015  ·  10.1007/s10791-015-9268-9
Automatic ICD-10 classification of cancers from free-text death certificates
Bevan Koopman, Guido Zuccon, Anthony Nguyen, Anton Bergheim, Narelle Grayson
International Journal of Medical Informatics  ·  01 Nov 2015  ·  10.1016/j.ijmedinf.2015.08.004
Why Smartphone Users Accessing Facebook Through Facebook Mobile Website? : Battery and Privacy Awareness
Priagung Khusumanegara, Rischan Mafrur, Deokjai Choi
International Journal of Multimedia and Ubiquitous Engineering  ·  31 Oct 2015  ·  10.14257/ijmue.2015.10.8.33
How users search and what they search for in the medical domain
João Palotti, Allan Hanbury, Henning Müller, Charles E. Kahn
Information Retrieval Journal  ·  24 Oct 2015  ·  10.1007/s10791-015-9269-8
The Influence of Pre-processing on the Estimation of Readability of Web Documents
João Rafael de Moura Palotti, Guido Zuccon, Allan Hanbury
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management  ·  17 Oct 2015  ·  10.1145/2806416.2806613
Modeling and discovering human behavior from smartphone sensing life-log data for identification purpose
Rischan Mafrur, I. Gde Dharma Nugraha, Deokjai Choi
Human-centric Computing and Information Sciences  ·  12 Oct 2015  ·  10.1186/s13673-015-0049-7
Automatic classification of diseases from free-text death certificates for real-time surveillance
Bevan Koopman, Sarvnaz Karimi, Anthony Nguyen, Rhydwyn McGuire, David Muscatello, Madonna Kemp, Donna Truran, Ming Zhang, Sarah Thackway
BMC Medical Informatics and Decision Making  ·  15 Jul 2015  ·  10.1186/s12911-015-0174-2
Developing and Evaluating Mobile Sensing for Smart Home Control
Rischan Mafrur, Priagung Khusumanegara, Gi Hyun Bang, Do Kyeong Lee, I Gde Dharma Nugraha, Deokjai Choi
International Journal of Smart Home  ·  31 Mar 2015  ·  10.14257/ijsh.2015.9.3.20
Concept, design and implementation of sensing as a service framework
Rischan Mafrur, I Gde Dharma Nugraha, Deokjai Choi
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication  ·  08 Jan 2015  ·  https://doi.org/10.1145/2701126.2701173
Diagnose This If You Can
Guido Zuccon, Bevan Koopman, João Palotti
Advances in Information Retrieval  ·  01 Jan 2015  ·  https://doi.org/10.1007/978-3-319-16354-3_62
Awareness Home Automation System Based on User Behavior through Mobile Sensing
Rischan Mafrur, M. Fiqri Muthohar, Gi Hyun Bang, Do Kyeong Lee, Deokjai Choi
Lecture Notes in Electrical Engineering  ·  01 Jan 2015  ·  10.1007/978-3-662-45402-2_135
Profiler for Smartphone Users Interests Using Modified Hierarchical Agglomerative Clustering Algorithm Based on Browsing History
Priagung Khusumanegara, Rischan Mafrur, Deokjai Choi
Lecture Notes in Computer Science  ·  01 Jan 2015  ·  10.1007/978-3-319-24315-3_9

2014

Semantic Search as Inference
Bevan Koopman
ACM SIGIR Forum  ·  23 Dec 2014  ·  10.1145/2701583.2701601
Document Timespan Normalisation and Understanding Temporality for Clinical Records Search
Bevan Koopman, Guido Zuccon
Proceedings of the 2014 Australasian Document Computing Symposium  ·  26 Nov 2014  ·  10.1145/2682862.2682879
Medical Free-Text to Concept Mapping as an Information Retrieval Problem
Shahin Mirhosseini, Guido Zuccon, Bevan Koopman, Anthony Nguyen, Michael Lawley
Proceedings of the 2014 Australasian Document Computing Symposium  ·  26 Nov 2014  ·  10.1145/2682862.2682880
Exploiting Inference from Semantic Annotations for Information Retrieval
Guido Zuccon, Bevan Koopman, Peter Bruza
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval  ·  07 Nov 2014  ·  10.1145/2663712.2666197
Medical Semantic Similarity with a Neural Language Model
Lance De Vine, Guido Zuccon, Bevan Koopman, Laurianne Sitbon, Peter Bruza
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management  ·  03 Nov 2014  ·  10.1145/2661829.2661974
User intent behind medical queries
João R. M. Palotti, Veronika Stefanov, Allan Hanbury
Proceedings of the 5th Information Interaction in Context Symposium  ·  26 Aug 2014  ·  10.1145/2637002.2637043
Ontology Based Data Access and Integration for Improving the Effectiveness of Farming in Nepal
Suresh Pokharel, Mohamed Ahmed Sherif, Jens Lehmann
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)  ·  01 Aug 2014  ·  10.1109/wi-iat.2014.114
Relevation!
Bevan Koopman, Guido Zuccon
Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval  ·  03 Jul 2014  ·  10.1145/2600428.2611175
Understanding negation and family history to improve clinical information retrieval
Bevan Koopman, Guido Zuccon
Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval  ·  03 Jul 2014  ·  10.1145/2600428.2609487
Automatic query expansion: A structural linguistic perspective
Michael Symonds, Peter Bruza, Guido Zuccon, Bevan Koopman, Laurianne Sitbon, Ian Turner
Journal of the Association for Information Science and Technology  ·  26 Feb 2014  ·  10.1002/asi.23065
Overview of the ShARe/CLEF eHealth Evaluation Lab 2014
Liadh Kelly, Lorraine Goeuriot, Hanna Suominen, Tobias Schreck, Gondy Leroy, …, Sumithra Velupillai, Wendy W. Chapman, David Martinez, Guido Zuccon, João Palotti
Lecture Notes in Computer Science  ·  01 Jan 2014  ·  10.1007/978-3-319-11382-1_17
Combining Word Semantics within Complex Hilbert Space for Information Retrieval
Peter Wittek, Bevan Koopman, Guido Zuccon, Sándor Darányi
Lecture Notes in Computer Science  ·  01 Jan 2014  ·  10.1007/978-3-662-45912-6_14

2013

Safe level graph for synthetic minority over-sampling techniques
Chumphol Bunkhumpornpat, Sitthichoke Subpaiboonkit
2013 13th International Symposium on Communications and Information Technologies (ISCIT)  ·  01 Sep 2013  ·  10.1109/iscit.2013.6645923
RNA secondary structure prediction using conditional random fields model
Sitthichoke Subpaiboonkit, Chinae Thammarongtham, Robert W. Cutler, Jeerayut Chaijaruwanich
International Journal of Data Mining and Bioinformatics  ·  01 Jan 2013  ·  10.1504/ijdmb.2013.053195

2012

Web forum mining based on user satisfaction
Suresh Pokharel, Sumanta Guha
2012 Third Asian Himalayas International Conference on Internet  ·  01 Nov 2012  ·  10.1109/ahici.2012.6408454
A comprehensive analysis of parameter settings for novelty-biased cumulative gain
Teerapong Leelanupab, Guido Zuccon, Joemon M. Jose
Proceedings of the 21st ACM international conference on Information and knowledge management  ·  29 Oct 2012  ·  10.1145/2396761.2398550
Crowdsourcing interactions: using crowdsourcing for evaluating interactive information retrieval systems
Guido Zuccon, Teerapong Leelanupab, Stewart Whiting, Emine Yilmaz, Joemon M. Jose, Leif Azzopardi
Information Retrieval  ·  13 Jul 2012  ·  10.1007/s10791-012-9206-z

2011

Assessing documents' credibility with genetic programming
Joao Palotti, Thiago Salles, Gisele L. Pappa, Marcos A. Goncalves, Wagner Meira
2011 IEEE Congress of Evolutionary Computation (CEC)  ·  01 Jun 2011  ·  10.1109/cec.2011.5949619
A Query-Basis Approach to Parametrizing Novelty-Biased Cumulative Gain
Teerapong Leelanupab, Guido Zuccon, Joemon M. Jose
Lecture Notes in Computer Science  ·  01 Jan 2011  ·  10.1007/978-3-642-23318-0_32
Biomedical Named Entity Recognition Using Second-Order Conditional Random Fields
Supattanawaree Thipcharoen, Sitthichoke Subpaiboonkit, Jeerayut Chaijaruwanich
International Conference on Computer Technology and Development, 3rd (ICCTD 2011)  ·  01 Jan 2011  ·  10.1115/1.859919.paper198

2008

Analyzing security and energy tradeoffs in autonomic capacity management
Italo Cunha, Itamar Viana, Joao Palotti, Jussara Almeida, Virgilio Almeida
NOMS 2008 - 2008 IEEE Network Operations and Management Symposium  ·  01 Jan 2008  ·  10.1109/noms.2008.4575148