Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?

3 February 2023

Guido Zuccon

Papers citing "Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?"

43 / 43 papers shown

Title
Reassessing Large Language Model Boolean Query Generation for Systematic Reviews Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 19 0 0 12 May 2025
AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs Xinyu Mao Teerapong Leelanupab Martin Potthast Harrisen Scells Guido Zuccon 30 0 0 05 Apr 2025
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
Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions Naihao Deng Rada Mihalcea 45 0 0 28 Jan 2025
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Z. Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar J. Sun LM&MA 30 1 0 28 Oct 2024
Bottom-up Anytime Discovery of Generalised Multimodal Graph Patterns for Knowledge Graphs Xander Wilcke R. Mourits A. Rijpma R. Zijdeman 15 0 0 08 Oct 2024
DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration Chengbo Zheng Yuanhao Zhang Zeyu Huang Christopher Schroers Minrui Xu Xiaojuan Ma 29 8 0 01 Aug 2024
Accelerating Clinical Evidence Synthesis with Large Language Models Zifeng Wang Lang Cao Benjamin P. Danek Yichi Zhang Qiao Jin Zhiyong Lu J. Sun LM&MA 25 1 0 25 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 40 5 0 20 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 46 46 0 17 Jun 2024
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection Shruti Palaskar Oggi Rudovic Sameer Dharur Florian Pesce G. Krishna Aswin Sivaraman Jack Berkowitz Ahmed Hussen Abdelaziz Saurabh N. Adya Ahmed H. Tewfik VLM 44 0 0 13 Jun 2024
Synthetic Query Generation using Large Language Models for Virtual Assistants Sonal Sannigrahi Thiago Fraga-Silva Youssef Oualil Christophe Van Gysel 24 4 0 10 Jun 2024
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation Joseph Cho Fachrina Dewi Puspitasari Sheng Zheng Jingyao Zheng Lik-Hang Lee Tae-Ho Kim Choong Seon Hong Chaoning Zhang EGVM VGen 36 11 0 08 Mar 2024
HumanEval on Latest GPT Models -- 2024 Daniel Li Lincoln Murr ALM ELM SyDa 19 2 0 20 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 31 1 0 19 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 33 8 0 17 Feb 2024
Measuring and Controlling Instruction (In)Stability in Language Model Dialogs Kenneth Li Tianle Liu Naomi Bashkansky David Bau Fernanda Viégas Hanspeter Pfister Martin Wattenberg 11 6 0 13 Feb 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 53 44 0 22 Jan 2024
Zero-shot Generative Large Language Models for Systematic Review Screening Automation Shuai Wang Harrisen Scells Shengyao Zhuang Martin Potthast Bevan Koopman Guido Zuccon 15 12 0 12 Jan 2024
Search Still Matters: Information Retrieval in the Era of Generative AI William R. Hersh 11 6 0 30 Nov 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 23 4 0 21 Nov 2023
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level Yoonsu Kim Jueon Lee Seoyoung Kim Jaehyuk Park Juho Kim 26 37 0 13 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages Qusai Khraisha Sophie Put Johanna Kappenberg Azza Warraitch Kristin Hadfield LM&MA ELM 19 69 0 26 Oct 2023
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models Shengyao Zhuang Honglei Zhuang Bevan Koopman Guido Zuccon 30 21 0 14 Oct 2023
ChatGPT-4 as a Tool for Reviewing Academic Books in Spanish Jonnathan Berrezueta-Guzman Laura Malache-Silva Stephan Krusche KELM 19 1 0 20 Sep 2023
ChatGPT Hallucinates when Attributing Answers Guido Zuccon Bevan Koopman Razia Shaik RALM LRM HILM 41 25 0 17 Sep 2023
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation Shuai Wang Harrisen Scells Martin Potthast Bevan Koopman Guido Zuccon 22 10 0 11 Sep 2023
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation Ambrose Robinson William Thorne Ben Wu A. Pandor M. Essat Mark Stevenson Xingyi Song ALM LM&MA 20 7 0 12 Aug 2023
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence Qiao Jin Robert Leaman Zhiyong Lu LM&MA 14 39 0 18 Jul 2023
Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviews Eugene Syriani István Dávid Gauransh Kumar 8 18 0 12 Jul 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 98 207 0 15 Jun 2023
ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs Levente Juhász P. Mooney H. Hochmair Boyuan Guan 11 13 0 05 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 9 12 0 03 Jun 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 22 145 0 24 May 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 11 22 0 23 May 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 23 452 0 04 Apr 2023
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era Chaoning Zhang Chenshuang Zhang Chenghao Li Yu Qiao Sheng Zheng ... Sung-Ho Bae Lik-Hang Lee Pan Hui In So Kweon Choong Seon Hong LM&MA AI4MH LRM ELM 31 125 0 04 Apr 2023
Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing Walid Hariri AI4MH LM&MA 25 83 0 27 Mar 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 47 93 0 14 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 16 434 0 07 Mar 2023
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT Jules White Quchen Fu Sam Hays Michael Sandborn Carlos Olea Henry Gilbert Ashraf Elnashar Jesse Spencer-Smith Douglas C. Schmidt LLMAG 38 1,011 0 21 Feb 2023
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