Zero-shot Generative Large Language Models for Systematic Review
Screening Automation

Zero-shot Generative Large Language Models for Systematic Review Screening Automation

12 January 2024

Harrisen Scells

Shengyao Zhuang

Martin Potthast

Guido Zuccon

Papers citing "Zero-shot Generative Large Language Models for Systematic Review Screening Automation"

9 / 9 papers shown

Title
Information Retrieval for Climate Impact Maarten de Rijke Bart van den Hurk Flora Salim Alaa Al Khourdajie Nan Bai ... Edmund Totin Andrew Trotman Ramamurthy Valavandan Dereje Workneh Yangxinyu Xie SyDa 49 0 0 01 Apr 2025
Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark Jianyou Wang Weili Cao Longtian Bao Youze Zheng Gil Pasternak Kaicheng Wang Xiaoyue Wang R. Paturi Leon Bergen 62 0 0 28 Nov 2024
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews Aleksi Huotala Miikka Kuutila Paul Ralph Mika Mäntylä 25 9 0 24 Apr 2024
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation Shuai Wang Ekaterina Khramtsova Shengyao Zhuang Guido Zuccon 21 11 0 19 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 31 1 0 19 Feb 2024
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search Shuai Wang Shengyao Zhuang Bevan Koopman Guido Zuccon 19 5 0 31 Jan 2024
Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon AI4CE 18 17 0 19 Sep 2022
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review Eugene Yang Sean MacAvaney D. Lewis O. Frieder 80 26 0 03 May 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021