Bio-SIEVE: Exploring Instruction Tuning Large Language Models for
Systematic Review Automation

Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation

12 August 2023

Ambrose Robinson

Papers citing "Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation"

8 / 8 papers shown

Title
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 77 1 0 03 Mar 2025
The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review Dmitry Scherbakov Nina C. Hubig Vinita Jansari A. Bakumenko Leslie A. Lenert ELM 36 4 0 06 Sep 2024
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews Aleksi Huotala Miikka Kuutila Paul Ralph Mika Mäntylä 35 10 0 24 Apr 2024
Artificial Intelligence for Literature Reviews: Opportunities and Challenges Francisco Bolanos Angelo Salatino Francesco Osborne Enrico Motta 23 46 0 13 Feb 2024
Zero-shot Generative Large Language Models for Systematic Review Screening Automation Shuai Wang Harrisen Scells Shengyao Zhuang Martin Potthast Bevan Koopman Guido Zuccon 38 13 0 12 Jan 2024
Automated Paper Screening for Clinical Reviews Using Large Language Models Eddie Guo Mehul Gupta Jiawen Deng Ye-Jean Park M. Paget C. Naugler LM&MA ELM 34 74 0 01 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 372 12,081 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 218 1,663 0 15 Oct 2021