Can ChatGPT write a good boolean query for systematic review literature search?

S Wang, H Scells, B Koopman, G Zuccon - Proceedings of the 46th …, 2023 - dl.acm.org
Systematic reviews are comprehensive literature reviews for a highly focused research
question. These reviews are considered the highest form of evidence in medicine. Complex …

Adaptive search query generation and refinement in systematic literature review

M Badami, B Benatallah, M Baez - Information Systems, 2023 - Elsevier
Systematic literature reviews (SLRs) are a central part of evidence-based research, which
involves collecting and integrating empirical evidence on specific research questions. A key …

Rapid reviews methods series: guidance on literature search

I Klerings, S Robalino, A Booth… - BMJ Evidence-Based …, 2023 - ebm.bmj.com
This paper is part of a series of methodological guidance from the Cochrane Rapid Reviews
Methods Group. Rapid reviews (RR) use modified systematic review methods to accelerate …

CSMeD: bridging the dataset gap in automated citation screening for systematic literature reviews

W Kusa, OE Mendoza, M Samwald… - Advances in …, 2023 - proceedings.neurips.cc
Systematic literature reviews (SLRs) play an essential role in summarising, synthesising and
validating scientific evidence. In recent years, there has been a growing interest in using …

Improved methods to aid unsupervised evidence-based fact checking for online health news

P Deka, A Jurek-Loughrey… - Journal of Data …, 2022 - pure.qub.ac.uk
False information in the domain of online health related articles is of great concern, which
has been witnessed abundantly in the current pandemic situation of Covid-19. Recent …

Enhancing systematic reviews in orthodontics: a comparative examination of GPT-3.5 and GPT-4 for generating PICO-based queries with tailored prompts and …

GB Demir, Y Süküt, GS Duran… - European Journal of …, 2024 - academic.oup.com
Objectives The rapid advancement of Large Language Models (LLMs) has prompted an
exploration of their efficacy in generating PICO-based (Patient, Intervention, Comparison …

Neural rankers for effective screening prioritisation in medical systematic review literature search

S Wang, H Scells, B Koopman, G Zuccon - Proceedings of the 26th …, 2022 - dl.acm.org
Medical systematic reviews typically require assessing all the documents retrieved by a
search. The reason is two-fold: the task aims for “total recall”; and documents retrieved using …

Zero-shot generative large language models for systematic review screening automation

S Wang, H Scells, S Zhuang, M Potthast… - … on Information Retrieval, 2024 - Springer
Systematic reviews are crucial for evidence-based medicine as they comprehensively
analyse published research findings on specific questions. Conducting such reviews is often …

A roadmap toward the automatic composition of systematic literature reviews

EM da Silva Júnior, ML Dutra - Iberoamerican Journal of …, 2021 - repositorio.ufmg.br
Objective: this paper presents an overview of existing artificial intelligence tools to produce
systematic literature reviews. Furthermore, we propose a general framework resulting from …

[HTML][HTML] Automated MeSH term suggestion for effective query formulation in systematic reviews literature search

S Wang, H Scells, B Koopman, G Zuccon - Intelligent Systems with …, 2022 - Elsevier
High-quality medical systematic reviews require comprehensive literature searches to
ensure the recommendations and outcomes are sufficiently reliable. Indeed, searching for …