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Synapse
March 3, 2026Open Access

Collaborative large language models (LLMs) are all you need for screening in systematic reviews

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Authors

MPMihir ParmarSNSyed Arsalan Ahmed NaqviKWKainat Warraich

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Overview

This work demonstrates the effectiveness of large language models to screen literature in systematic reviews, suggesting broad applications for future research.

Key Points

  • Large language models effectively streamline the screening process in systematic reviews, enhancing efficiency.
  • The analysis indicates that collaborative large language models can improve accuracy and reduce screening time significantly.
  • Systematic review methodology allows for the integration of advanced natural language processing techniques and tools.
  • The findings highlight the potential for large language models to transform traditional screening approaches in evidence synthesis.

Cite This Study

Parmar et al. (2026) studied this question.

synapsesocial.com/papers/69a761b0c6e9836116a2fbc6https://doi.org/10.64898/2026.02.07.26345640
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