Research output
Publications
The publication record of our current members since the lab's founding in 2019 — 278 works published at the premier venues in information retrieval and beyond, synced automatically from members' Google Scholar profiles and enriched via OpenAlex (updated 2026-11-08). A further 407 papers by alumni and external members are not listed by default — find them via the search box below, or on their profile pages.
2026
24 publications- Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- A scoping review of silent trials for medical artificial intelligence
Nature Health · 2026
- AgentIR: Reasoning-Aware Retrieval for Deep Research Agents
arXiv (Cornell University) · 2026
- Assessing the effectiveness of artificial intelligence education and training for healthcare workers: a systematic review
BMC Medical Education · 2026
- OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
arXiv preprint arXiv:2603.20278 · 2026
- LACONIC: Dense-Level Effectiveness for Scalable Sparse Retrieval via a Two-Phase Training Curriculum
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- When LLM Judges Inflate Scores: Exploring Overrating in Relevance Assessment
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Where Relevance Emerges: A Layer-Wise Study of Internal Attention for Zero-Shot Re-Ranking
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Beyond Chunk-Then-Embed: A Comprehensive Taxonomy and Evaluation of Document Chunking Strategies for Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Overview of the TREC 2025 Tip-of-the-Tongue track
arXiv (Cornell University) · 2026
- Can It Reach the Generator? Investigating the Survival of Prompt-Injection Attacks in Realistic RAG Settings
arXiv (Cornell University) · 2026
- DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models
arXiv (Cornell University) · 2026
- Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion
Engineering Applications of Artificial Intelligence 165, 113396 · 2026
- Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark
Lecture notes in computer science · 2026
- Formalized Information Needs Improve Large-Language-Model Relevance Judgments
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Layer-wise Token Compression for Efficient Document Reranking
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Overview of PAN 2026: Voight-Kampff Generative AI Detection, Text Watermarking, Multi-author Writing Style Analysis, Generative Plagiarism Detection, and Reasoning Trajectory Detection
Lecture notes in computer science · 2026
- Tokenized but Illiquid? Evidence from Real-World Asset Markets
FinTech · 2026
- How retriever redundancy and diversity impact RAG effectiveness
arXiv (Cornell University) · 2026
- Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards
Conference of the European Chapter of the Association for Computational Linguistics · 2026
- Starbucks: Improved Training for 2D Matryoshka Embeddings
Lecture notes in computer science · 2026
- AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation
Conference of the European Chapter of the Association for Computational Linguistics · 2026
- Evaluating Information Retrieval Models Along Time: The LongEval Lab at CLEF 2026
Lecture notes in computer science · 2026
- How can we prevent clinical deskilling when using AI?
BMJ Quality & Safety · 2026
- Improving Long-Context Retrieval with Multi-Prefix Embedding
arXiv (Cornell University) · 2026
- On the impact of retrieved content representations in RAG Pipelines
arXiv (Cornell University) · 2026
- Practical, Efficient, In-Memory Inverted Indexes
Lecture notes in computer science · 2026
- RMIT-ADM+S at the MMU-RAG NeurIPS 2025 Competition
arXiv (Cornell University) · 2026
- Reproducing LightMem: When Does Memory Construction Help Over Raw-Turn Retrieval?
arXiv (Cornell University) · 2026
- Topic-Specific Classifiers are Better Relevance Judges than Prompted LLMs
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Using workload capacity indicators to evaluate rule-based early warning tools and their relationship to escalation events
Digital Health · 2026
- A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine
arXiv preprint arXiv:2601.22124 · 2026
- A Pipeline to Bootstrap the Evaluation of Retrieval-Augmented Generation for the Automation of Systematic Reviews in Computer Science
2026
- Advanced query representation and feedback methods for neural information retrieval
2026
- An Open SERP Mining Infrastructure for the Archive Query Log
Lecture notes in computer science · 2026
- Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework
Conference of the European Chapter of the Association for Computational Linguistics · 2026
- Beyond TVL: An Explainable Risk Scoring Framework for Tokenized Real-World Assets
2026
- CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generation
Informatics in Medicine Unlocked · 2026
- Decision Criteria in Hospital Information System Sourcing Policies and Their Impact on Stakeholders’ Satisfaction
JMMR (Jurnal Medicoeticolegal dan Manajemen Rumah Sakit) · 2026
- Do We Still Need Text Features for Video Retrieval in the Era of Vision-Language Models?
Lecture notes in computer science · 2026
- Fast, Compact, Immediate-Access Indexing for Learned Sparse Retrieval Systems
Lecture notes in computer science · 2026
- FragBench: Cross-Session Attacks Hidden in Benign-Looking Fragments
arXiv preprint arXiv:2605.11029 · 2026
- From object difficulty to image scoring: A strategy for active learning in object detection
Knowledge-Based Systems, 115946 · 2026
- How Far Have Large Language Models Advanced in Ophthalmology? A Systematic Review of Their Development, Evaluation, and Readiness for Clinical Use
Research Square · 2026
- Inferential Question Answering
arXiv (Cornell University) · 2026
- Information Farming: From Berry Picking to Berry Growing
Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · 2026
- Jamoetics: A Web-Based Information System for Indonesian Herbal Database
Jurnal Jamu Indonesia · 2026
- Latent Personality Alignment: Improving Harmlessness Without Mentioning Harms
arXiv preprint arXiv:2605.08496 · 2026
- Multilingual and Domain-Agnostic Tip-of-the-Tongue Query Generation for Simulated Evaluation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget
arXiv preprint arXiv:2604.01195 · 2026
- Rapid, Agile Development and Evaluation of Retrieval Augmented Generation Systems Without Labels
Lecture notes in computer science · 2026
- Relaxed Term Matching for Neural Axiomatic Diagnostics
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2026
- Revisiting Human-vs-LLM Judgments Using the TREC Podcast Track
Lecture notes in computer science · 2026
- Simple Techniques for Efficient Top-k Batch Query Processing
Information Retrieval Research · 2026
- Talmud-IR: A Talmud-Inspired Interface for Discussing RAG Response Quality
Lecture notes in computer science · 2026
- The Chairs for Databases and Information Systems at the Friedrich-Schiller-Universität Jena
Datenbank-Spektrum · 2026
- The LLM Effect on IR Benchmarks: A Meta-Analysis of Effectiveness, Baselines, and Contamination
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- The Third Search Futures Workshop at ECIR’26
Lecture notes in computer science · 2026
- The Vulnerability of LLM Rankers to Prompt Injection Attacks
arXiv (Cornell University) · 2026
- Toward Clinically Acceptable Chest X-ray Report Generation: A Qualitative Retrospective Pilot Study of CXRMate-2
arXiv e-prints, arXiv: 2604.18967 · 2026
- UP2DATE: Shared Task on Systematic Review Updates
Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 2026
- VulGen: Workshop on Vulnerabilities in Generative Systems for Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2026
- Whole-Pool Setwise Reranking with Long-Context Language Models
arXiv preprint arXiv:2606.01782 · 2026
2025
43 publications- BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
arXiv (Cornell University) · 2025
- Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges
ACM Computing Surveys · 2025
- Command A: An Enterprise-Ready Large Language Model
arXiv (Cornell University) · 2025
- General-Reasoner: Advancing LLM Reasoning Across All Domains
neural information processing systems · 2025
- Overview of the “Voight-Kampff” generative AI authorship verification task at PAN and ELOQUENT 2025
CEUR-WS · 2025
- VISA: Retrieval Augmented Generation with Visual Source Attribution
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2025
- Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- CANAIRI: the Collaboration for Translational Artificial Intelligence Trials in healthcare
Nature Medicine · 2025
- Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2025
- Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025)
ACM SIGIR Forum 59 (1), 1-68 · 2025
- Representation engineering for large-language models: Survey and research challenges
arXiv preprint arXiv:2502.17601 · 2025
- An Investigation of Prompt Variations for Zero-Shot LLM-Based Rankers
Lecture notes in computer science · 2025
- Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-ranking
Lecture notes in computer science · 2025
- DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2025
- Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation
ACM International Conference on Web Search and Data Mining (WSDM) · 2025
- Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
Proceedings of the 31st International Conference on Computational · 2025
- ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
arXiv (Cornell University) · 2025
- Using generative artificial intelligence in clinical practice: a narrative review and proposed agenda for implementation
The Medical Journal of Australia · 2025
- Set-Encoder: Permutation-Invariant Inter-passage Attention for Listwise Passage Re-ranking with Cross-Encoders
Lecture notes in computer science · 2025
- ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
International World Wide Web Conference (WWW) · 2025
- AI‐Based Crypto Tokens: The Illusion of Decentralized AI?
IET Blockchain · 2025
- Conversational Gold: Evaluating Personalized Conversational Search System Using Gold Nuggets
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Large Language Model Relevance Assessors Agree With One Another More Than With Human Assessors
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Variations in Relevance Judgments and the Shelf Life of Test Collections
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Blockchain Data Analytics: Review and Challenges
arXiv (Cornell University) · 2025
- Corpus Subsampling: Estimating the Effectiveness of Neural Retrieval Models on Large Corpora
Lecture notes in computer science · 2025
- Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval
ACM International Conference on Web Search and Data Mining (WSDM) · 2025
- TIREx Tracker: The Information Retrieval Experiment Tracker
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- The Viability of Crowdsourcing for RAG Evaluation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Factors underpinning the performance of implemented artificial intelligence-based patient deterioration prediction systems: reasons for selection and implications for hospitals and researchers
Journal of the American Medical Informatics Association · 2025
- Reassessing Large Language Model Boolean Query Generation for Systematic Reviews
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Pixelworld: Towards perceiving everything as pixels
Transactions on Machine Learning Research · 2025
- Tokenize Everything, But Can You Sell It? RWA Liquidity Challenges and the Road Ahead
SSRN Electronic Journal · 2025
- Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- False hope of a single generalisable AI sepsis prediction model: bias and proposed mitigation strategies for improving performance based on a retrospective multisite cohort study
BMJ Quality & Safety · 2025
- Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection
Lecture notes in computer science · 2025
- Preparing healthcare organisations for using artificial intelligence effectively
Australian Health Review · 2025
- A novel, standardised approach to balancing effectiveness, efficiency and utility of surveillance AI prediction models for hospitalised patients using sepsis prediction as an exemplar
Journal of the American Medical Informatics Association · 2025
- Axioms for Retrieval-Augmented Generation
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2025
- Distillation versus Contrastive Learning: How to Train Your Rerankers
International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) · 2025
- Improving the Reusability of Conversational Search Test Collections
Lecture notes in computer science · 2025
- LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback
arXiv preprint arXiv:2504.01448 · 2025
- Leveraging Reference Documents for Zero-Shot Ranking via Large Language Models
arXiv (Cornell University) · 2025
- Overview of Touché 2025: Argumentation Systems
Lecture notes in computer science · 2025
- Presenting Artificial Intelligence Predictions Based on Electronic Medical Records to Clinicians in Hospitals: A Systematic Review
IEEE Journal of Biomedical and Health Informatics · 2025
- ReNeuIR at SIGIR 2025: The Fourth Workshop on Reaching Efficiency in Neural Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Batched k-Mer Lookup on the Spectral Burrows-Wheeler Transform
Society for Industrial and Applied Mathematics eBooks · 2025
- From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
arXiv (Cornell University) · 2025
- How Child-Friendly is Web Search? An Evaluation of Relevance vs. Harm
Lecture notes in computer science · 2025
- Pseudo Relevance Feedback is Enough to Close the Gap Between Small and Large Dense Retrieval Models
arXiv (Cornell University) · 2025
- Search Changes Consumers' Minds: How Recognizing Gaps Drives Sustainable Choices: How Recognizing Gaps Drives Sustainable Choices
Proceedings of the 2025 ACM SIGIR Conference on Human Information · 2025
- The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2025
- 2D Matryoshka Training for Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Beyond GeneGPT: A Multi-Agent Architecture with Open-Source LLMs for Enhanced Genomic Question Answering
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2025
- DenseReviewer: A Screening Prioritisation Tool for Systematic Review Based on Dense Retrieval
Lecture notes in computer science · 2025
- LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific Data
Lecture notes in computer science · 2025
- Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications
arXiv preprint arXiv:2509.08604 · 2025
- R 2 LLMs: Retrieval and Ranking with LLMs
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge
arXiv (Cornell University) · 2025
- Automated Chest X-ray Report Generation Remains Unsolved
Pacific Symposium on Biocomputing (PSB) · 2025
- ConECT Dataset: Overcoming Data Scarcity in Context-Aware E-Commerce MT
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2025
- Corpora performance prediction
QPP++ 2025 · 2025
- Learning Disorder Detection Using Eye Tracking: Are Large Language Models Better Than Machine Learning?
ETRA '25: Proceedings of the 2025 Symposium on Eye Tracking Research and · 2025
- Overview of the Plagiarism Detection Task at PAN 2025
arXiv (Cornell University) · 2025
- PL-Guard: Benchmarking Language Model Safety for Polish
Workshop on Slavic Natural Language Processing (SlavicNLP) · 2025
- Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- RARR Unraveled: Component-Level Insights into Hallucination Detection and Mitigation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Report on the 3rd Workshop on NeuroPhysiological Approaches for Interactive Information Retrieval (NeuroPhysIIR 2025) at SIGIR CHIIR 2025
ACM SIGIR Forum · 2025
- Rethinking On-policy Optimization for Query Augmentation
arXiv (Cornell University) · 2025
- Simplified Longitudinal Retrieval Experiments: A Case Study on Query Expansion and Document Boosting
Lecture notes in computer science · 2025
- TITE: Token-Independent Text Encoder for Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Unlearning for Federated Online Learning to Rank: A Reproducibility Study
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- User Simulation in Practice: Lessons Learned from Three Shared Tasks
ACM SIGIR Forum · 2025
- Web-Scale Retrieval Experimentation with chatnoir-pyterrier
Lecture notes in computer science · 2025
- ATOM at CheckThat! 2025: retrieve the implicit-scientific evidence retrieval
Faggioli et al · 2025
- Approximate Bag-of-Words Top-k Corpus Graphs
Lecture notes in computer science · 2025
- Assessing Risks in Online Information Sharing
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2025
- Counterfactual Query Rewriting to Use Historical Relevance Feedback
Lecture notes in computer science · 2025
- Efficient In-Memory Inverted Indexes: Theory and Practice
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- Emotion Recognition Using Text Embedding Models: Wearable and Wireless EEG Without Fixed EEG Channel Configurations
Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation · 2025
- Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models
2025
- Examining the Impact of Transcript Variation on Podcast Search and Re-ranking
Lecture notes in computer science · 2025
- From Gold Dinar to Digital Ledger: Is Islam Ready for Cryptocurrency?
SSRN Electronic Journal · 2025
- From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- How can we promote greater adoption of AI in healthcare?
BMJ Quality & Safety · 2025
- Investigating Counterclaims in Causality Extraction from Text
arXiv (Cornell University) · 2025
- LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology
ACM HEALTH: ACM Transactions on Computing for Healthcare · 2025
- Learning Effective Representations for Retrieval Using Self-Distillation with Adaptive Relevance Margins
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2025
- MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed
arXiv (Cornell University) · 2025
- Report on the 1st Workshop on Information Retrieval for Climate Impact (MANILA24) at SIGIR 2024
ACM SIGIR Forum 59 (1), 1-23 · 2025
- Streamlining electronic medical record data extraction and validation in digital hospitals: A systematic review to identify optimal approaches and methods
Learning Health Systems · 2025
- The German Commons-154 Billion Tokens of Openly Licensed Text for German Language Models
arXiv preprint arXiv:2510.13996 · 2025
- A Flexible Resource for Top-Weighted Comparisons Between Sets and Rankings
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- ASPIRE: Assistive System for Performance Evaluation in IR
Lecture notes in computer science · 2025
- Empirical Asymptotic Growth of Dynamic Pruning Mechanisms
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2025
- Gosling Grows Up: Retrieval with Learned Dense and Sparse Representations Using Anserini
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- ISMIE: A Framework to Characterize Information Seeking in Modern Information Environments
SIGIR-AP'25 Proceedings of the 2025 Annual International ACM SIGIR · 2025
- Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval
arXiv e-prints, arXiv: 2503.14887 · 2025
- Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions
European Conference on Information Retrieval, 128-137 · 2025
- ReAct-ExtrAct: A Tool for Source-Grounded Automated Data Extraction in Systematic Reviews
ACM/IEEE Joint Conference on Digital Libraries · 2025
- Report on the CHIIR 2024, SIGIR 2024, and SIGIR-AP 2024 tutorials on Characterizing, Evaluating, and Mitigating Cognitive Biases in Interactive and Generative IR
ACM SIGIR Forum · 2025
- The Second International Workshop on Open Web Search (WOWS)
Lecture notes in computer science · 2025
- TimIR: Time-Traveling Through IR History
Lecture notes in computer science · 2025
- Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection
Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 1-3 · 2025
- Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection
Proceedings of the 63rd Annual Meeting of the Association for Computational · 2025
- AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports
Workshop on Biomedical Language Processing (BioNLP) · 2025
- AI-driven automated systematic reviews
2025
- All Claims Are Equal, but Some Claims Are More Equal Than Others: Importance-Sensitive Factuality Evaluation of LLM Generations
arXiv (Cornell University) · 2025
- AutoBool: An Reinforcement-Learning trained LLM for Effective Automated Boolean Query Generation for Systematic Reviews
arXiv (Cornell University) · 2025
- Clinicians’ perspectives on the design of early warning systems presenting AI-based multiple outputs for clinical deterioration: A qualitative analysis
2025
- Compare: A Framework for Scientific Comparisons
ACM International Conference on Information and Knowledge Management (CIKM) · 2025
- Fasting during Ramadan is associated with changes in activity and blood glucose excursion in people with type 2 diabetes on three or more anti-hyperglycemic agents PROFAST-3
Qatar medical journal · 2025
- How to Have a Fair UX? Evaluating Fairness in AI-Driven Dementia Telemedicine System
ACM International Conference on User Modeling, Adaptation and Personalization · 2025
- Humans are more gullible than LLMs in believing common psychological myths
arXiv (Cornell University) · 2025
- Leveraging Gradient Information for Out-of-Domain Performance Estimations
Joint European Conference on Machine Learning and Knowledge Discovery in · 2025
- Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition
PubMed · 2025
- POW: Political Overton Windows of Large Language Models
2025
- Preaching to the ChoIR: Lessons IR Should Share with AI
2025
- Proposing a novel Seriously Deteriorated Patient Indicator (SDPI) for hospitalised ward patients
medRxiv · 2025
- Rainbow-Teaming for the Polish Language: A Reproducibility Study
Workshop on Trustworthy NLP (TrustNLP) · 2025
- Reassessing Collaborative Writing Theories and Frameworks in the Age of LLMs: What Still Applies and What We Must Leave Behind
arXiv (Cornell University) · 2025
- ReviewHQ: An API-Based System for Reviewer Assignment and Quality Control in Research Conferences
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2025
- SIGIR-AP 2025 Tutorial on Retrieval and Ranking with LLMs (R 2 LLMs)
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2025
- Team OpenWebSearch Team OpenWebSearch at LongEval: Using Historical Data for Scientific Search
Radboud Repository (Radboud University) · 2025
- The epidemiology of hospitalisations from four key environmentally sensitive zoonotic diseases in Queensland, 2012–2019
Tropical Medicine & International Health · 2025
- WOWS-EVAL 2025: Efficient Baselines for Automated Relevance Label Transfer
2025
2024
37 publications- MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
neural information processing systems · 2024
- Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
arXiv (Cornell University) · 2024
- Fine-Tuning LLaMA for Multi-Stage Text Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
arXiv (Cornell University) · 2024
- Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers
Journal of Medical Internet Research · 2024
- A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Unifying Multimodal Retrieval via Document Screenshot Embedding
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
- Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2024
- Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2024
- Explaining customer churn prediction in telecom industry using tabular machine learning models
Machine Learning with Applications · 2024
- Achieving large-scale clinician adoption of AI-enabled decision support
BMJ Health & Care Informatics · 2024
- Proceedings of the 47th International ACM SIGIR conference on research and development in information retrieval
ACM · 2024
- Evaluating Generative Ad Hoc Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
- BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2024
- FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM
BMJ Health & Care Informatics · 2024
- Longitudinal data and a semantic similarity reward for chest X-ray report generation
Informatics in Medicine Unlocked · 2024
- What do Users Really Ask Large Language Models? An Initial Log Analysis of Google Bard Interactions in the Wild
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Leveraging LLMs for Unsupervised Dense Retriever Ranking
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- The new paradigm in machine learning – foundation models, large language models and beyond: a primer for physicians
Internal Medicine Journal · 2024
- Large language models, updates, and evaluation of automation tools for systematic reviews: a summary of significant discussions at the eighth meeting of the International Collaboration for the Automation of Systematic Reviews (ICASR)
Systematic Reviews · 2024
- Zero-Shot Generative Large Language Models for Systematic Review Screening Automation
Lecture notes in computer science · 2024
- Computer-assisted screening in systematic evidence synthesis requires robust and well-evaluated stopping criteria
Systematic Reviews · 2024
- Learning to match patients to clinical trials using large language models
Journal of Biomedical Informatics · 2024
- Lmod: A large multimodal ophthalmology dataset and benchmark for large vision-language models
NAACL Findings: The Nations of the Americas Chapter of the Association for · 2024
- A Reproducibility and Generalizability Study of Large Language Models for Query Generation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification
Lecture notes in computer science · 2024
- TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- The open web index: Crawling and indexing the web for public use
European Conference on Information Retrieval, 130-143 · 2024
- Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports
Artificial Intelligence in Medicine · 2024
- Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- Augmenting biomedical named entity recognition with general-domain resources
Journal of Biomedical Informatics 159, 104731 · 2024
- SimIIR 3: A Framework for the Simulation of Interactive and Conversational Information Retrieval
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance Models
Lecture notes in computer science · 2024
- Intensive care unit admission criteria: a scoping review
Journal of the Intensive Care Society · 2024
- Starbucks-v2: Improved Training for 2D Matryoshka Embeddings
arXiv (Cornell University) · 2024
- Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- EEG-SM: Leveraging State-Space Model for Dementia Detection
International Joint Conferences on Artificial Intelligence (IJCAI) · 2024
- Experimental IR meets Multilinguality, multimodality, and interaction
Proceedings of the Fifteenth International Conference of the CLEF · 2024
- Report on the Search Futures Workshop at ECIR 2024
ACM SIGIR Forum · 2024
- Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
Workshop on Biomedical Language Processing (BioNLP) · 2024
- An Analysis of Tasks and Datasets in Peer Reviewing
Workshop on Scholarly Document Processing (SDP) · 2024
- Investigating the Effects of Sparse Attention on Cross-Encoders
Lecture notes in computer science · 2024
- MedINST: Meta Dataset of Biomedical Instructions
EMNLP 2024 findings · 2024
- Rank-Biased Quality Measurement for Sets and Rankings
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR
Lecture notes in computer science · 2024
- An Evaluation Mechanism of LLM-based Agents on Manipulating APIs
Findings of the Association for Computational Linguistics: EMNLP 2024, 4649-4662 · 2024
- BaselineAvengers at PAN 2024: Often-Forgotten Baselines for LLM-Generated Text Detection.
CLEF (Working Notes), 2761-2768 · 2024
- FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop
Companion of the 2024 on ACM International Joint Conference on Pervasive and · 2024
- How to Forget Clients in Federated Online Learning to Rank?
Lecture notes in computer science · 2024
- Report on the 8th Workshop on Search-Oriented Conversational Artificial Intelligence (SCAI 2024) at CHIIR 2024
ACM SIGIR Forum · 2024
- Revisiting Query Variation Robustness of Transformer Models
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2024
- Search under Uncertainty: Cognitive Biases and Heuristics - Tutorial on Modeling Search Interaction using Behavioral Economics
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2024
- QPPTK@ TIREx: Simplified Query Performance Prediction for Ad-Hoc Retrieval Experiments.
WOWS@ ECIR, 50-62 · 2024
- ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Seeking Socially Responsible Consumers: Exploring the Intention-Search-Behaviour Gap
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2024
- Team openwebsearch at CLEF 2024: Longeval
Sl: CEUR · 2024
- The Search Futures Workshop
Lecture notes in computer science · 2024
- Webis at TREC 2024: biomedical generative retrieval, retrieval-augmented generation, and tip-of-the-tongue tracks
33th International Text Retrieval Conference (TREC 2024), NIST Special · 2024
- e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
Workshop on Biomedical Language Processing (BioNLP) · 2024
- AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection
Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 2024
- Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- Does Vec2Text Pose a New Corpus Poisoning Threat?
arXiv (Cornell University) · 2024
- Measuring Bias in a Ranked List Using Term-Based Representations
Lecture notes in computer science · 2024
- ORCAS-I query intent predictor as component of TIRA
1st International Workshop on Open Web Search (WOWS) at ECIR 2024 · 2024
- Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- The First International Workshop on Open Web Search (WOWS)
Lecture notes in computer science · 2024
- Uncharted Territory: Understanding Exploratory Search Behaviours in Literature Reviews
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2024
- Can We Use Large Language Models to Fill Relevance Judgment Holes?
arXiv (Cornell University) · 2024
- Normalised Precision at Fixed Recall for Evaluating TAR
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2024
- Report on the 1st International Workshop on Open Web Search (WOWS 2024) at ECIR 2024
ACM SIGIR Forum · 2024
- Report on the Collab-a-Thon at ECIR 2024
ACM SIGIR Forum · 2024
- Team openwebsearch at CLEF 2024: Quantumclef
Sl: CEUR · 2024
- Cross-Linguistic Disease and Drug Detection in Cardiology Clinical Texts: Methods and Outcomes
CLEF Working Notes · 2024
- Efficiently Scoring the Health-relatedness of Web Pages.
WOWS@ ECIR, 14-22 · 2024
- Enhancing Clinical Data Capture: Developing a Natural Language Processing Pipeline for Converting Free Text Admission Notes to Structured EHR Data
Proceedings of the Eighth Workshop on Natural Language for Artificial · 2024
- Leveraging Cochrane Systematic Literature Reviews for Prospective Evaluation of Large Language Models.
ALTARS@ ecir · 2024
- Re-evaluating the Command-and-Control Paradigm in Conversational Search Interactions
ACM International Conference on Information and Knowledge Management (CIKM) · 2024
- Resources for Combining Teaching and Research in Information Retrieval Coursework
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval
arXiv (Cornell University) · 2024
- TREC iKAT 2023: The Interactive Knowledge Assistance Track Overview
arXiv (Cornell University) · 2024
- Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models
arXiv (Cornell University) · 2024
- The Eighth Workshop on Search-Oriented Conversational Artificial Intelligence (SCAI’24)
Conference on Human Information Interaction and Retrieval · 2024
- The Influence of Presentation and Performance on User Satisfaction
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2024
- CoLAL: Co-learning Active Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence · 2024
- EEG-Based Contrastive Learning Models For Object Perception Using Multisensory Image-Audio Stimuli
Proceedings of the 1st International Workshop on Brain-Computer Interfaces · 2024
- Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2024
- How much freedom does an effectiveness metric really have?
Journal of the Association for Information Science and Technology · 2024
- Melart: A multimodal entity linking dataset for art
Transactions on Graph Data and Knowledge 2 (2), 8: 1-8: 22 · 2024
- Searching in Professional Instant Messaging Applications: User Behaviour, Intent, and Pain-points
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- A Conceptual Framework for Conversational Search and Recommendation: Conceptualizing Agent-Human Interactions During the Conversational Search Process
arXiv (Cornell University) · 2024
- Can Safety Fine-Tuning Be More Principled? Lessons Learned from Cybersecurity
NeurIPS · 2024
- Classification of Shared Tasks Used in Teaching
ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE) · 2024
- DeepCT-enhanced Lexical Argument Retrieval
Workshop on Argument Mining (ArgMining) · 2024
- Evaluating Cognitive Biases in Conversational and Generative IIR: A Tutorial
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2024
- Measuring the retrievability of digital library content using analytics data
Journal of the Association for Information Science and Technology · 2024
- PRISM: A Methodology for Auditing Biases in Large Language Models
arXiv (Cornell University) · 2024
- Ranking Heterogeneous Search Result Pages Using the Interactive Probability Ranking Principle
Lecture notes in computer science · 2024
- Adherence to the PRISMA 2020 guidelines and the use of automation tools in the random sample of 1000 system...
2024
- Automated Eligibility Screening and its Evaluation in the Medical Domain
Technische Universität Wien · 2024
- Exploring facets of model generalizability on out-of-distribution data
2024
- LEME: Open Large Language Models for Ophthalmology with Advanced Reasoning and Clinical Validation
arXiv preprint arXiv:2410.03740 · 2024
- Source-Free Domain-Invariant Performance Prediction
Lecture notes in computer science · 2024
- Stochastic Featurization for Active Learning
Lecture notes in computer science · 2024
- Teaching information retrieval with a shared task across universities: first steps and findings
LWDA 2024: Lernen, Wissen, Daten, Analysen, 23–25 September 2024, Würzburg · 2024
- WOWS 2024: Workshop on Open Web Search 2024, Proceedings of the first International Workshop on Open Web Search co-located with the 46th European Conference on Information …
Sl: CEUR · 2024
2023
40 publications- Precise Zero-Shot Dense Retrieval without Relevance Labels
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2023
- Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Zero-Shot Listwise Document Reranking with a Large Language Model
arXiv (Cornell University) · 2023
- Improving chest X-ray report generation by leveraging warm starting
Artificial Intelligence in Medicine · 2023
- TheoremQA: A Theorem-driven Question Answering Dataset
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
- Few-shot In-context Learning on Knowledge Base Question Answering
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2023
- Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework
Journal of the American Medical Informatics Association · 2023
- Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
- Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework
Journal of the American Medical Informatics Association · 2023
- ChatGPT Hallucinates when Attributing Answers
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Continuous Integration for Reproducible Shared Tasks with TIRA.io
Lecture notes in computer science · 2023
- Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2023
- The Information Retrieval Experiment Platform
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain
Journal of the American Medical Informatics Association · 2023
- Pseudo Relevance Feedback with Deep Language Models and Dense Retrievers: Successes and Pitfalls
ACM Transactions on Information Systems · 2023
- Effective matching of patients to clinical trials using entity extraction and neural re-ranking
Journal of Biomedical Informatics · 2023
- Toward Best Practices for Training Multilingual Dense Retrieval Models
ACM Transactions on Information Systems · 2023
- The Infinite Index: Information Retrieval on Generative Text-To-Image Models
Conference on Human Information Interaction and Retrieval · 2023
- Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education
ACM SIGIR Forum · 2023
- Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2023
- An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews
Intelligent Systems with Applications · 2023
- Efficient immediate-access dynamic indexing
Information Processing & Management · 2023
- Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy
BMC Medical Informatics and Decision Making · 2023
- SemEval-2023 Task 5: Clickbait Spoiling
International Workshop on Semantic Evaluation (SemEval) · 2023
- Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- AgAsk: an agent to help answer farmer’s questions from scientific documents
International Journal on Digital Libraries · 2023
- Why clinical artificial intelligence is (almost) non‐existent in Australian hospitals and how to fix it
The Medical Journal of Australia · 2023
- A concise model for medical image captioning
CLEF 2023: Conference and Labs of the Evaluation Forum · 2023
- The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- A Large-Scale Dataset for Known-Item Question Performance Prediction.
QPP++@ ECIR, 13-19 · 2023
- Dependency-aware Self-training for Entity Alignment
2023
- Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Outcome-based Evaluation of Systematic Review Automation
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2023
- CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
neural information processing systems · 2023
- Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes
ACM International Conference on Information and Knowledge Management (CIKM) · 2023
- Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Overcoming methodological challenges in information retrieval and recommender systems through awareness and education
Bauer et al.[2023a], 51-67 · 2023
- Overview of PAN 2023: Authorship Verification, Multi-Author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection
Lecture notes in computer science · 2023
- A Systematic Review of Cost, Effort, and Load Research in Information Search and Retrieval, 1972–2020
ACM Transactions on Information Systems · 2023
- An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2023
- Balanced Topic Aware Sampling for Effective Dense Retriever: A Reproducibility Study
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Bootstrapped nDCG Estimation in the Presence of Unjudged Documents
Lecture notes in computer science · 2023
- CRUISE-Screening: Living Literature Reviews Toolbox
ACM International Conference on Information and Knowledge Management (CIKM) · 2023
- Driven to Distraction: Examining the Influence of Distractors on Search Behaviours, Performance and Experience
Conference on Human Information Interaction and Retrieval · 2023
- Retrievability Bias Estimation Using Synthetically Generated Queries
ACM International Conference on Information and Knowledge Management (CIKM) · 2023
- Selecting which Dense Retriever to use for Zero-Shot Search
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Overview of Touché 2023: Argument and Causal Retrieval
Lecture notes in computer science · 2023
- What the Dickens: Post-mortem privacy and intergenerational trust
Computer law & security review · 2023
- Analysis of Emotion Annotation Strength Improves Generalization in Speech Emotion Recognition Models
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
- Efficient Diversification for Recommending Aggregate Data Visualizations
IEEE Access · 2023
- Smooth Operators for Effective Systematic Review Queries
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Statute-enhanced lexical retrieval of court cases for COLIEE 2022
arXiv (Cornell University) · 2023
- Typos-aware Bottlenecked Pre-Training for Robust Dense Retrieval
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Active learning with feature matching for clinical named entity recognition
Natural Language Processing Journal · 2023
- Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- On Stance Detection in Image Retrieval for Argumentation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2023
- Report on the 1st Workshop on Query Performance Prediction and Its Evaluation in New Tasks (QPP++ 2023) at ECIR 2023
ACM SIGIR Forum · 2023
- Enhancing Sparse Retrieval via Unsupervised Learning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Index-Based Batch Query Processing Revisited
Lecture notes in computer science · 2023
- Towards Accurate and Efficient Sleep Period Detection Using Wearable Devices
Lecture notes in computer science · 2023
- Vizput: Insight-aware imputation of incomplete data for visualization recommendation
arXiv preprint arXiv:2311.07926 · 2023
- pybool_ir: A Toolkit for Domain-Specific Search Experiments
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- “Dr LLM, what do I have?”: The Impact of User Beliefs and Prompt Formulation on Health Diagnoses
2023
- A proposed efficiency benchmark for modern information retrieval systems
ReNeuIR at SIGIR 2024: the third workshop on reaching efficiency in neural · 2023
- Artificial Intelligence in Evidence-based Medicine: Challenges and Opportunities
World Scientific Annual Review of Artificial Intelligence · 2023
- Catching misdiagnosed limb fractures in the emergency department using cross-institution transfer learning
Proceedings of the 21st Annual Workshop of the Australasian Language · 2023
- Exploring the Representation Power of SPLADE Models
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2023
- Shared Tasks as Tutorials: A Methodical Approach
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
- Towards a unified model of scholarly argumentation (Dagstuhl Seminar 22432)
Dagstuhl Reports 12 (10), 175-206 · 2023
- AgAsk: A Conversational Search Agent for Answering Agricultural Questions
ACM International Conference on Web Search and Data Mining (WSDM) · 2023
- Convolutional Persistence as a Remedy to Neural Model Analysis
International Conference on Artificial Intelligence and Statistics, 10839-10855 · 2023
- From Free-text Drug Labels to Structured Medication Terminology with BERT and GPT.
PubMed Central · 2023
- On the explainability of exposing query identification
6th FAccTRec Workshop on Responsible Recommendation at RecSys 2023 · 2023
- Open web search at longeval 2023: Reciprocal rank fusion on automatically generated query variants
Sl: CEUR · 2023
- Webis at TREC 2023: Tip-of-the-Tongue track.
TREC · 2023
- When are Latent Topics Useful for Text Mining? Enriching Bag-of-Words Representations with Information Extraction in Thai News Articles
Asian Conference on Intelligent Information and Database Systems, 205-219 · 2023
- e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation
Workshop on Biomedical Language Processing (BioNLP) · 2023
- A Reproducibility Study of Question Retrieval for Clarifying Questions
Lecture notes in computer science · 2023
- Deep Neural Networks for the Qualitative Analysis of Myocardial Perfusion Emission Computed Tomography Images
2023
- Exploring effect-size-based meta-analysis for multi-dataset evaluation
# PLACEHOLDER_PARENT_METADATA_VALUE# 3476 · 2023
- HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction
International Workshop on Semantic Evaluation (SemEval) · 2023
- Integrated Data Governance, Digital Health, and the Common Data Model (OMOP-CDM)
2023
- Recommending data visualizations: tackling diversification and data quality challenges
The University of Queensland · 2023
- ADCS’22: Proceedings of the 26th Australasian Document Computing Symposium
2023
- Addressing data availability and document-to-document retrieval for domain-specific neural rankers
Technische Universität Wien · 2023
- IOQP: A simple Impact-Ordered Query Processor written in Rust
Minerva Access (University of Melbourne) · 2023
- Lossy Compression Options for Dense Index Retention
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) · 2023
- Practical neural entity alignment
The University of Queensland · 2023
- Profiling and Visualizing Dynamic Pruning Algorithms
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
- Prototyping Open Web Search Applications with TIRA: A Case Study in Research-Oriented Teaching
2023
- Stance-Aware Re-Ranking for Non-factual Comparative Queries
Workshop on Argument Mining (ArgMining) · 2023
- Teaching pre-trained language models to rank effectively, efficiently, and robustly
The University of Queensland · 2023
2022
44 publications- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
arXiv (Cornell University) · 2022
- Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
arXiv (Cornell University) · 2022
- Reduce, reuse, recycle: Green information retrieval research
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation
arXiv (Cornell University) · 2022
- TREC CAsT 2022: Going Beyond User Ask and System Retrieve with Initiative and Response Generation.
TREC · 2022
- Faster Learned Sparse Retrieval with Guided Traversal
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital
Applied Clinical Informatics · 2022
- To interpolate or not to interpolate: Prf, dense and sparse retrievers
Proceedings of the 45th international ACM SIGIR conference on research and · 2022
- A Flexible Framework for Offline Effectiveness Metrics
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- Introducing Neural Bag of Whole-Words with ColBERTer
ACM International Conference on Information and Knowledge Management (CIKM) · 2022
- LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild
Scientific Data · 2022
- PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval
Lecture notes in computer science · 2022
- Automated MeSH term suggestion for effective query formulation in systematic reviews literature search
Intelligent Systems with Applications · 2022
- Clickbait Spoiling via Question Answering and Passage Retrieval
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2022
- CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- From little things big things grow: A collection with seed studies for medical systematic review literature search
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- A multi-sequences MRI deep framework study applied to glioma classfication
Multimedia Tools and Applications · 2022
- Detecting sleep outside the clinic using wearable heart rate devices
Scientific Reports · 2022
- Searching the Literature: An Analysis of an Exploratory Search Task
ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) · 2022
- ORCAS-I: Queries Annotated with Intent using Weak Supervision
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- Accelerating Learned Sparse Indexes Via Term Impact Decomposition
Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 2022
- Improving BERT-based Query-by-Document Retrieval with Multi-task Optimization
Lecture notes in computer science · 2022
- Ensemble Semi-supervised Entity Alignment via Cycle-teaching
AAAI · 2022
- Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study
Lecture notes in computer science · 2022
- Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
Australasian Document Computing Symposium · 2022
- Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- Efficient Document-at-a-Time and Score-at-a-Time Query Evaluation for Learned Sparse Representations
ACM Transactions on Information Systems · 2022
- Overview of Touché 2022: Argument Retrieval
Lecture notes in computer science · 2022
- Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study
Lecture notes in computer science · 2022
- Revealing Cumulative Risks in Online Personal Information: A Data Narrative Study
Proceedings of the ACM on Human-Computer Interaction · 2022
- Another Look at DPR: Reproduction of Training and Replication of Retrieval
Lecture notes in computer science · 2022
- Implicit feedback for dense passage retrieval: A counterfactual approach
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- Benchmark for research theme classification of scholarly documents
Proceedings of the Third Workshop on Scholarly Document Processing, 253-262 · 2022
- The impact of query refinement on systematic review literature search: A query log analysis
Proceedings of the 2022 ACM SIGIR International Conference on Theory of · 2022
- TripJudge: A relevance judgement test collection for TripClick health retrieval
Proceedings of the 31st ACM International Conference on Information · 2022
- Axiomatic Retrieval Experimentation with ir_axioms
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- Establishing Strong Baselines For TripClick Health Retrieval
Lecture notes in computer science · 2022
- Seed-Driven Document Ranking for Systematic Reviews: A Reproducibility Study
Lecture notes in computer science · 2022
- Sentiment analysis on feedback of higher education teaching conduct: An empirical evaluation of methods
AIP conference proceedings · 2022
- Tradeoff Options for Bipartite Graph Partitioning
IEEE Transactions on Knowledge and Data Engineering · 2022
- Asyncval: a toolkit for asynchronously validating dense retriever checkpoints during training
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- BUM at CheckThat! 2022: a composite deep learning approach to fake news detection using evidence retrieval
CEUR Workshop Proceedings 3180, 564-572 · 2022
- Case law retrieval: problems, methods, challenges and evaluations in the last 20 years
arXiv (Cornell University) · 2022
- High-quality Task Division for Large-scale Entity Alignment
Proceedings of the ... ACM International Conference on Information & Knowledge Management · 2022
- Is Non-IID Data a Threat in Federated Online Learning to Rank?
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- Multilingual Detection of Personal Employment Status on Twitter
Proceedings of the conference - Association for Computational Linguistics. Meeting · 2022
- Sparse Pairwise Re-ranking with Pre-trained Transformers
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2022
- Using Keyqueries to Reduce Misinformation in Health-Related Search Results.
ROMCIR@ ECIR, 1-10 · 2022
- Dataset Debt in Biomedical Language Modeling
2022
- Guiding Neural Entity Alignment with Compatibility
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
- An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering
Workshop on Trustworthy Natural Language Processing (TrustNLP) · 2022
- CSIRO at ImageCLEFmedical caption 2022
Proceedings of the Working Notes of CLEF 2022-Conference and Labs of the · 2022
- Diversifying sentiments in news recommendation
# PLACEHOLDER_PARENT_METADATA_VALUE# 3228 · 2022
- How Does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- How Train–Test Leakage Affects Zero-Shot Retrieval
Lecture notes in computer science · 2022
- Reinforcement online learning to rank with unbiased reward shaping
Information Retrieval · 2022
- Towards Building Economic Models of Conversational Search
Lecture notes in computer science · 2022
- BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
neural information processing systems · 2022
- Mining Health-related Cause-Effect Statements with High Precision at Large Scale
Proceedings of the 29th International Conference on Computational · 2022
- SCAI-QReCC Shared Task on Conversational Question Answering
Language Resources and Evaluation Conference (LREC) · 2022
- DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem
Workshop on Biomedical Language Processing (BioNLP) · 2022
- Gain more with less: Extracting information from business documents with small data
Expert Systems with Applications · 2022
- Noise-Reduction for Automatically Transferred Relevance Judgments
Lecture notes in computer science · 2022
- SCC - A Test Collection for Search in Chat Conversations
ACM International Conference on Information and Knowledge Management (CIKM) · 2022
- A Time-Optimized Content Creation Workflow for Remote Teaching
ACM Technical Symposium on Computer Science Education (SIGCSE) · 2022
- Availability and Information Needs of Traditional Medicine in Urban Community, Surabaya, Indonesia
Advances in biological sciences research/Advances in Biological Sciences Research · 2022
- Efficient query processing techniques for next-page retrieval
Information Retrieval · 2022
- Making sense of Trifles: Data Narratives and Cumulative Data Disclosure
Jusletter IT · 2022
- Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management
International Journal of Data Science and Analytics · 2022
- An Initial Analysis of E-Procurement Search Behaviour
Lecture notes in computer science · 2022
- Comparing Levels and Types of Situational-Awareness based Agent Transparency in Human-Agent Collaboration
Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2022
- Immediate-Access Indexing Using Space-Efficient Extensible Arrays
Australasian Document Computing Symposium · 2022
- Robustness of Neural Rankers to Typos: A Comparative Study
Australasian Document Computing Symposium · 2022
- The Power of Anchor Text in the Neural Retrieval Era
Lecture notes in computer science · 2022
- Are Taylor's posts risky? Evaluating cumulative revelations in online personal data: a persona-based tool for evaluating awareness of online risks and harms
Proceedings of the 45th International ACM SIGIR Conference on Research and · 2022
- Early Risk Detection of Self-Harm Using BERT-Based Transformers
Studies in computational intelligence · 2022
- Electronic health record representation for similarity computing
The University of Queensland · 2022
- Maiby's Algorithm: A Two-stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease
Computing in cardiology · 2022
- Pseudo-Relevance Feedback with Dense Retrievers in Pyserini
Australasian Document Computing Symposium · 2022
- Semantic Search for Large Scale Clinical Ontologies
PubMed Central · 2022
- Webis at TREC 2022: Deep Learning and Health Misinformation.
TREC · 2022
- CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach
CLEF 2022: Conference and Labs of the Evaluation Forum · 2022
- Evaluation of Automated Citation Screening in Systematic Literature Reviews with Work Saved over Sampling: an Analysis
ALTARS · 2022
- ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images
Lecture notes in computer science · 2022
- Preserving the Privacy and Cybersecurity of Home Energy Data
Springer eBooks · 2022
- Pretrained language models rankers on private data: Is online and federated learning the solution
Proceedings of the Third International Conference on Design of Experimental · 2022
- The Task: Distinguishing Tasks and Sessions in Legal Information Retrieval
Australasian Document Computing Symposium · 2022
- The scientific publication score – a new tool for summarizing evidence and data quality criteria of biomedical publications
Journal of Bone and Joint Infection · 2022
- A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2022
- A preliminary study on evaluating cumulative revelations in online personal data: introducing a persona-based cyber safety tool for awareness of online risks and harms
2nd International Conference on Behavioural and Social Sciences in Security · 2022
- Agvaluate
The University of Queensland · 2022
- Building a knowledge base for colorectal cancer patient care using formal concept analysis
BMC Medical Informatics and Decision Making · 2022
- Causality Discovery Based on Combined Causes and Multiple Causes in Drug-Drug Interaction
Lecture notes in computer science · 2022
- City of Disguise: A Query Obfuscation Game on the ClueWeb
Lecture notes in computer science · 2022
- Continually Adaptive Neural Retrieval Across the Legal, Patent and Health Domain
Lecture notes in computer science · 2022
- Greetings from the ADCS 2022 Chairs
ACM International Conference Proceeding Series, III-IV · 2022
- Lethal in small doses: environmental metaphors for privacy protection in the infosphere
Scottish Law and Innovation Network (SCOTLIN) 1st Annual Conference · 2022
- Report on the 25th Australasian Document Computing Symposium (ADCS 2021)
ACM SIGIR Forum · 2022
- Rethinking Persistent Homology for Visual Recognition
arXiv (Cornell University) · 2022
- Self-learning ontological concept representation for searching and matching tasks.
OM@ ISWC, 73-78 · 2022
- Tasrif: processing wearable data in Python
IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 2022
- Towards Practical Knowledge Graph Alignment
2022
2021
36 publications- Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- Cognitive biases in search: A review and reflection of cognitive biases in information retrieval
Proceedings of the 2021 conference on human information interaction and · 2021
- Discovering symptom patterns of COVID-19 patients using association rule mining
Computers in Biology and Medicine · 2021
- Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
Workshop on Multilingual Representation Learning (MRL) · 2021
- Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion
arXiv (Cornell University) · 2021
- TILDE: Term Independent Likelihood moDEl for Passage Re-ranking
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- Design and Research of Intelligent Question-Answering(Q&A) System Based on High School Course Knowledge Graph
Mobile Networks and Applications · 2021
- Dealing with Typos for BERT-based Passage Retrieval and Ranking
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
- Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation
arXiv (Cornell University) · 2021
- Inferring Trust From Users’ Behaviours; Agents’ Predictability Positively Affects Trust, Task Performance and Cognitive Load in Human-Agent Real-Time Collaboration
Frontiers in Robotics and AI · 2021
- Towards axiomatic explanations for neural ranking models
Proceedings of the 2021 ACM SIGIR International Conference on Theory of · 2021
- DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval
arXiv (Cornell University) · 2021
- Report on the future conversations workshop at CHIIR 2021
ACM SIGIR Forum · 2021
- Deep Query Likelihood Model for Information Retrieval
Lecture notes in computer science · 2021
- Analysing Mixed Initiatives and Search Strategies during Conversational Search
Proceedings of the ... ACM International Conference on Information & Knowledge Management · 2021
- MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction
ACM International Conference on Web Search and Data Mining (WSDM) · 2021
- Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- ActiveEA: Active Learning for Neural Entity Alignment
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
- BERT-Based Transformers for Early Detection of Mental Health Illnesses
Lecture notes in computer science · 2021
- Overview of Touché 2021: Argument Retrieval
Lecture notes in computer science · 2021
- Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
- Anytime Ranking on Document-Ordered Indexes
ACM Transactions on Information Systems · 2021
- Description-based Label Attention Classifier for Explainable ICD-9 Classification
Workshop on Noisy User-generated Text (W-NUT) · 2021
- Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Online Health Advice
International World Wide Web Conference (WWW) · 2021
- Cross-Domain Retrieval in the Legal and Patent Domains: A Reproducibility Study
Lecture notes in computer science · 2021
- Mitigating the Position Bias of Transformer Models in Passage Re-ranking
Lecture notes in computer science · 2021
- Sparsifying Sparse Representations for Passage Retrieval by Top-$k$ Masking
arXiv (Cornell University) · 2021
- CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- ERR is not C/W/L: Exploring the Relationship Between Expected Reciprocal Rank and Other Metrics
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- Effective and Privacy-preserving Federated Online Learning to Rank
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- Investigating the Influence of Ads on User Search Performance, Behaviour, and Experience during Information Seeking
Conference on Human Information Interaction and Retrieval · 2021
- Faster Index Reordering with Bipartite Graph Partitioning
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study
Lecture notes in computer science · 2021
- Untangling Cost, Effort, and Load in Information Seeking and Retrieval
Conference on Human Information Interaction and Retrieval · 2021
- Webis at TREC 2021: Deep Learning, Health Misinformation, and Podcasts Tracks.
TREC · 2021
- Efficient Query Obfuscation with Keyqueries
IEEE/WIC/ACM International Conference on Web Intelligence · 2021
- The Information Retrieval Anthology
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- Big Brother: A Drop-In Website Interaction Logging Service
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- DOSSIER at TREC 2021 Clinical Trials Track
2021
- Linguistically Informed Masking for Representation Learning in the Patent Domain
arXiv (Cornell University) · 2021
- A Sensitivity Analysis of the MSMARCO Passage Collection
arXiv (Cornell University) · 2021
- Loss-based Active Learning for Named Entity Recognition
International Joint Conference on Neural Networks (IJCNN) · 2021
- Keyword-Text Graph Representation for Short Text Classification
2021
- Web Archive Analytics
arXiv (Cornell University) · 2021
- How do Online Learning to Rank Methods Adapt to Changes of Intent?
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- Untangling the Concept of Task in Information Seeking and Retrieval
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- Towards Identifying, Understanding and Controlling Cumulative Revelations in Social Media
Proceedings of the Association for Information Science and Technology · 2021
- Investigating the Impact of Visual Environmental Uncertainty on Human-Agent Teaming
Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2021
- Precision Medicine Search for Paediatric Oncology
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- User models, metrics and measures of search: a tutorial on the C/W/L evaluation framework
Proceedings of the 2021 Conference on Human Information Interaction and · 2021
- e-Health for Older Adults: Navigating Misinformation
International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE) · 2021
- AWESSOME: An Unsupervised Sentiment Intensity Scoring Framework Using Neural Word Embeddings
Lecture notes in computer science · 2021
- Different keystrokes for different folks: visualizing crowdworker querying behavior
Proceedings of the 2021 Conference on Human Information Interaction and · 2021
- Exploring the impact of conversational strategies on user search experience in goal-oriented tasks in a voice-only domain
University of Strathclyde · 2021
- Modality Effects When Simulating User Querying Tasks
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications.
2021
- PatentExplorer: Refining Patent Search with Domain-specific Topic Models
2021
- AEHRC CSIRO at ImageCLEFmed Caption 2021.
Griffith Research Online · 2021
- Cohort-based Clinical Trial Retrieval
Australasian Document Computing Symposium · 2021
- Diagnosis Ranking with Knowledge Graph Convolutional Networks
Lecture notes in computer science · 2021
- Information Extraction of Domain-Specific Business Documents with Limited Data
International Joint Conference on Neural Networks (IJCNN) · 2021
- Predicting Several Sleep Quality Metrics Based On Same Day Physical Activity
ICLR AI for public health Workshop · 2021
- Sentiment Intensity Prediction using Neural Word Embeddings
ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 2021
- PECAN: A Platform for Searching Chat Conversations
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2021
- The Impact of Main Content Extraction on Near-Duplicate Detection
Zenodo (CERN European Organization for Nuclear Research) · 2021
- Conferences, journals, preprints, and reviewer expectations
ACM SIGIR Forum · 2021
- Cost-Effective Updating of Distributed Reordered Indexes
Australasian Document Computing Symposium · 2021
- Cumulative revelations in personal data
Northumbria Research Link (Northumbria University) · 2021
- Data, socially distanced: cumulative data disclosure and data narratives during Covid
BILETA Annual Conference 2021 · 2021
- Greetings from the ADCS 2021 General Chairs
ACM International Conference Proceeding Series · 2021
- Heterogeneous electronic medical record representation for similarity computing.
arXiv (Cornell University) · 2021
- IELAB at TREC Deep Learning Track 2021
2021
- Learning to Rank Arguments with Feature Selection.
CLEF (Working Notes) · 2021
- MeSH Term Suggestion for Systematic Review Literature Search
Australasian Document Computing Symposium · 2021
- Proceedings of the 19th Annual Workshop of the Australasian Language Technology Association
Proceedings of the 19th Annual Workshop of the Australasian Language · 2021
- Proceedings of the 25th Australasian Document Computing Symposium
ACM · 2021
- Query Automation for Systematic Reviews
The University of Queensland · 2021
- RUDI: Real-Time Learning to Update Dense Retrieval Indices.
2021
- Webis at TREC 2021: Deep Learning Track
2021
2020
26 publications- The future of sleep health: a data-driven revolution in sleep science and medicine
npj Digital Medicine · 2020
- CC-News-En: A large English news corpus
Proceedings of the 29th ACM international conference on information · 2020
- Digital Health Applications in Mental Health Care for Immigrants and Refugees: A Rapid Review
Telemedicine Journal and e-Health · 2020
- Making sense of sleep: Multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous · 2020
- Automatic Boolean Query Formulation for Systematic Review Literature Search
International World Wide Web Conference (WWW) · 2020
- 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)
Diabetes Research and Clinical Practice · 2020
- CC-News-En
ACM International Conference on Information and Knowledge Management (CIKM) · 2020
- Overview of the CLEF eHealth evaluation lab 2020
International conference of the cross-language evaluation forum for European · 2020
- Monitoring of the Venezuelan exodus through Facebook’s advertising platform
PLoS ONE · 2020
- Overview of Touché 2020: Argument Retrieval
Lecture notes in computer science · 2020
- Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
- A comparison of automatic Boolean query formulation for systematic reviews
Information Retrieval · 2020
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
Zenodo (CERN European Organization for Nuclear Research) · 2020
- Scientific Claim Verification with VERT5ERINI
arXiv (Cornell University) · 2020
- Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection
IEEE International Conference on Distributed Computing Systems (ICDCS) · 2020
- Transformers-based information extraction with limited data for domain-specific business documents
Engineering Applications of Artificial Intelligence · 2020
- Do better search engines really equate to better clinical decisions? If not, why not?
Journal of the Association for Information Science and Technology · 2020
- Efficiency Implications of Term Weighting for Passage Retrieval
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
- Temporal tree representation for similarity computation between medical patients
Artificial Intelligence in Medicine · 2020
- Examining the Additivity of Top-k Query Processing Innovations
ACM International Conference on Information and Knowledge Management (CIKM) · 2020
- Impact of Agent Reliability and Predictability on Trust in Real Time Human-Agent Collaboration
International Conference on Human-Agent Interaction (HAI) · 2020
- Counterfactual Online Learning to Rank
Lecture notes in computer science · 2020
- Comparative Web Search Questions
ACM International Conference on Web Search and Data Mining (WSDM) · 2020
- A Computational Approach for Objectively Derived Systematic Review Search Strategies
Lecture notes in computer science · 2020
- Systematic Review Automation Tools for End-to-End Query Formulation
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
- Data-Driven Evaluation Metrics for Heterogeneous Search Engine Result Pages
Conference on Human Information Interaction and Retrieval · 2020
- How searching under time pressure impacts clinical decision making
Journal of the Medical Library Association JMLA · 2020
- Sampling Bias Due to Near-Duplicates in Learning to Rank
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
- The Effect of Content-Equivalent Near-Duplicates on the Evaluation of Search Engines
Lecture notes in computer science · 2020
- Early risk detection of self-harm and depression severity using BERT-based transformers : iLab at CLEF eRisk 2020
Aston Publications Explorer (Aston University) · 2020
- Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search
2020
- You Can Teach an Old Dog New Tricks: Rank Fusion applied to Coordination Level Matching for Ranking in Systematic Reviews
Lecture notes in computer science · 2020
- Transfer Learning for Information Extraction with Limited Data
Communications in computer and information science · 2020
- Overview of the TREC 2020 Health Misinformation Track.
Text REtrieval Conference · 2020
- The Impact of Negative Relevance Judgments on NDCG
ACM International Conference on Information and Knowledge Management (CIKM) · 2020
- Representing EHRs with Temporal Tree and Sequential Pattern Mining for Similarity Computing
Lecture notes in computer science · 2020
- Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation
Lecture notes in computer science · 2020
- Webis at TREC 2020: Health misinformation track
2020
- Analyzing the Influence of Bigrams on Retrieval Bias and Effectiveness
2020
- How a Conversational Agent Might Help Farmers in the Field
ACM Reference Format · 2020
- Reflecting upon perceptual speed tests in information retrieval: limitations, challenges, and recommendations
Proceedings of the 2020 Conference on Human Information Interaction and · 2020
- Conversational strategies : impact on search performance in a goal-oriented task
Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · 2020
- H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine.
Text REtrieval Conference · 2020
- Impact of Agents’ Errors on Performance, Reliance and Trust in Human-Agent Collaboration
Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2020
- Made to Measure: A Workshop on Human-centred metrics for information seeking
Proceedings of the 2020 Conference on Human Information Interaction and · 2020
- Sampling Query Variations for Learning to Rank to Improve Automatic Boolean Query Generation in Systematic Reviews
International World Wide Web Conference (WWW) · 2020
- Discover Underlying Topics in Thai News Articles: A Comparative Study of Probabilistic and Matrix Factorization Approaches
International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) · 2020
- An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences
Lecture notes in computer science · 2020
- DataMirror: Reflecting on One's Data Self
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
- Sentence Compression as Deletion with Contextual Embeddings
Lecture notes in computer science · 2020
- Discriminative Features Generation for Mortality Prediction in ICU
Lecture notes in computer science · 2020
- Interactive Evaluation of Conversational Agents: Reflections on the Impact of Search Task Design
2020
- Managing tail latency in large scale information retrieval systems
ACM SIGIR Forum · 2020
- Detecting sleep in free-living conditions without sleep-diaries: a device-agnostic, wearable heart rate sensing approach
medRxiv, 2020.09. 05.20188367 · 2020
- Influence of geographic biases on geolocation prediction in Twitter
RMIT Research Repository (RMIT University Library) · 2020
- Similarity Computation based on Formal Concept Analysis for Colorectal Cancer Patients
IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 2020
- Understanding Transformers for Information Extraction with Limited Data.
Pacific Asia Conference on Language, Information, and Computation · 2020
- 4.2 Evaluating Conversational Search Systems
Conversational Search, 26 · 2020
- A Scalable Service Architecture with Request Queuing for Resource-Intensive Tasks
International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) · 2020
- A Search Engine for Police Press Releases to Double-Check the News
Lecture notes in computer science · 2020
- IELAB for TREC Conversational Assistance Track (CAsT) 2020.
Text REtrieval Conference · 2020
- Minimal interaction Information Retrieval: a theoretical framework with applications in clinical decision support
The University of Queensland · 2020
- Predicting Perceptual Speed from Search Behaviour
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2020
2019
28 publications- CLEF 2019 technology assisted reviews in empirical medicine overview
CEUR workshop proceedings 2380 · 2019
- Benchmark on a large cohort for sleep-wake classification with machine learning techniques
npj Digital Medicine · 2019
- Automatic Boolean Query Refinement for Systematic Review Literature Search
International World Wide Web Conference (WWW) · 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 · 2019
- Financial Latent Dirichlet Allocation (FinLDA): Feature Extraction in Text and Data Mining for Financial Time Series Prediction
IEEE Access · 2019
- Boosting Search Performance Using Query Variations
ACM Transactions on Information Systems · 2019
- Fixed-Cost Pooling Strategies
IEEE Transactions on Knowledge and Data Engineering · 2019
- Overview of the CLEF eHealth Evaluation Lab 2019
Lecture notes in computer science · 2019
- PISA: Performant indexes and search for academia
RMIT Research Repository (RMIT University Library) · 2019
- Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study
Lecture notes in computer science · 2019
- Exploring User Behavior in Email Re-Finding Tasks
International World Wide Web Conference (WWW) · 2019
- Consumer health search on the web: study of web page understandability and its integration in ranking algorithms
Journal of medical Internet research 21 (1), e10986 · 2019
- Overview of the TREC 2019 decision track
Proceedings of TREC 500, 331 · 2019
- cwl_eval: An evaluation tool for information retrieval
Proceedings of the 42nd International ACM SIGIR Conference on Research and · 2019
- Accelerated Query Processing Via Similarity Score Prediction
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2019
- The impact of result diversification on search behaviour and performance
Information Retrieval · 2019
- A Practical Guide for the Effective Evaluation of Twitter User Geolocation
ACM Transactions on Social Computing · 2019
- Health Cards for Consumer Health Search
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2019
- Payoffs and pitfalls in using knowledge-bases for consumer health search
Information Retrieval Journal 22 (3), 350-394 · 2019
- Health Lifestyle Data-Driven Applications Using Pervasive Computing
Lecture notes in bioengineering · 2019
- Personalised Medicine in Critical Care Using Bayesian Reinforcement Learning
Lecture notes in computer science · 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 · 2019
- Health Card Retrieval for Consumer Health Search
ACM International Conference on Information and Knowledge Management (CIKM) · 2019
- Proceedings of the 2019 Conference on Human Information Interaction and Retrieval
2019
- Impact of a Search Engine on Clinical Decisions Under Time and System Effectiveness Constraints: Research Protocol
JMIR Research Protocols · 2019
- Building Economic Models of Human Computer Interaction
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA) · 2019
- CLEF eHealth 2019 Evaluation Lab
Lecture notes in computer science · 2019
- Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery
Lecture notes in computer science · 2019
- Human-agent collaborations : trust in negotiating control
Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · 2019
- Advances in Information Retrieval
Proc. 41st European Conference on IR Research (ECIR 2019)–Part I. Lecture · 2019
- Building Economic Models and Measures of Search
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2019
- Health Cards to Assist Decision Making in Consumer Health Search.
PubMed Central · 2019
- Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature.
PubMed Central · 2019
- Towards Automatically Classifying Case Law Citation Treatment Using Neural Networks
Australasian Document Computing Symposium · 2019
- Webis at TREC 2019: Decision Track.
Text REtrieval Conference · 2019
- Automatic search strategy reformulation interface for systematic reviews
Proceedings of the 2019 Cochrane Colloquium · 2019
- CodeBuddy (collaborative software development environment) in-and out-Class practice for remote pair-programming with Monitoring coding students' progress
Proceedings of the 50th ACM Technical Symposium on Computer Science · 2019
- VES Team at TREC Conversational Assistance Track (CAsT) 2019.
Text REtrieval Conference · 2019
- Looking for opportunities: challenges in procurement search
Proceedings of the 42nd International ACM SIGIR Conference on Research and · 2019
- CHIIR 2019 chairs' welcome
4th ACM SIGIR Conference on Information Interaction and Retrieval, CHIIR · 2019
- Ielab at the open-source IR replicability challenge 2019
2019
- Report on the 4th ACM SIGIR Conference on Human Information Interaction and Retrieval CHIIR 2019
2019
- Taskiir_study_data
Queensland's institutional digital repository (The University of Queensland) · 2019
- UQ IElab at TREC 2019 Decision Track.
Text REtrieval Conference · 2019
- Understandability and expertise in consumer health search: retrieving topically relevant and understandable health information on the Web
Technische Universität Wien · 2019
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