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

2024

Context Embeddings for Efficient Answer Generation in RAG
David Rau, Shuai Wang, Hervé Déjean, Stéphane Clinchant
arXiv  ·  24 Jul 2024  ·  arXiv:2407.09252
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
Shuai Wang, Ekaterina Khramtsova, Shengyao Zhuang, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657853
Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures
Shuai Wang, Shengyao Zhuang, Guido Zuccon
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  10 Jul 2024  ·  10.1145/3626772.3657949
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
arXiv  ·  02 Jul 2024  ·  arXiv:2407.01102
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers
Shuoqi Sun, Shengyao Zhuang, Shuai Wang, Guido Zuccon
arXiv  ·  21 Jun 2024  ·  arXiv:2406.14117
Report on the Collab-a-Thon at ECIR 2024
Sean MacAvaney, Adam Roegiest, Aldo Lipani, Andrew Parry, Björn Engelmann Engelmann, …, Shubham Chatterjee, Thomas Jaenich, Udo Kruschwitz, Xi Wang, Zijun Long
ACM SIGIR Forum  ·  01 Jun 2024  ·  10.1145/3687273.3687287
Evaluating Generative Ad Hoc Information Retrieval
Lukas Gienapp, Harrisen Scells, Niklas Deckers, Janek Bevendorff, Shuai Wang, …, Maik Fröbe, Guido Zuccon, Benno Stein, Matthias Hagen, Martin Potthast
arXiv  ·  24 May 2024  ·  arXiv:2311.04694
Large Language Models for Stemming: Promises, Pitfalls and Failures
Shuai Wang, Shengyao Zhuang, Guido Zuccon
arXiv  ·  20 Feb 2024  ·  arXiv:2402.11757
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
Shuai Wang, Shengyao Zhuang, Bevan Koopman, Guido Zuccon
arXiv  ·  01 Feb 2024  ·  arXiv:2401.17645
Zero-Shot Generative Large Language Models for Systematic Review Screening Automation
Shuai Wang, Harrisen Scells, Shengyao Zhuang, Martin Potthast, Bevan Koopman, Guido Zuccon
Lecture Notes in Computer Science  ·  01 Jan 2024  ·  10.1007/978-3-031-56027-9_25

2023

Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation
Shuai Wang, Harrisen Scells, Bevan Koopman, Martin Potthast, Guido Zuccon
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region  ·  26 Nov 2023  ·  10.1145/3624918.3625322
Balanced Topic Aware Sampling for Effective Dense Retriever: A Reproducibility Study
Shuai Wang, Guido Zuccon
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591915
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  18 Jul 2023  ·  10.1145/3539618.3591703
MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction
Shuai Wang, Hang Li, Guido Zuccon
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining  ·  27 Feb 2023  ·  10.1145/3539597.3573025

2022

Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Proceedings of the 26th Australasian Document Computing Symposium  ·  15 Dec 2022  ·  10.1145/3572960.3572980
Automated MeSH term suggestion for effective query formulation in systematic reviews literature search
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
Intelligent Systems with Applications  ·  01 Nov 2022  ·  10.1016/j.iswa.2022.200141
From Little Things Big Things Grow
Shuai Wang, Harrisen Scells, Justin Clark, Bevan Koopman, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531748
To Interpolate or not to Interpolate
Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval  ·  06 Jul 2022  ·  10.1145/3477495.3531884
Seed-Driven Document Ranking for Systematic Reviews: A Reproducibility Study
Shuai Wang, Harrisen Scells, Ahmed Mourad, Guido Zuccon
Advances in Information Retrieval  ·  01 Jan 2022  ·  https://doi.org/10.1007/978-3-030-99736-6_46

2021

MeSH Term Suggestion for Systematic Review Literature Search
Shuai Wang, Hang Li, Harrisen Scells, Daniel Locke, Guido Zuccon
Australasian Document Computing Symposium  ·  09 Dec 2021  ·  10.1145/3503516.3503530
BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval
Shuai Wang, Shengyao Zhuang, Guido Zuccon
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval  ·  11 Jul 2021  ·  10.1145/3471158.3472233

Search for Shuai Wang (Dylan)'s papers on the Research page