A tool-augmented LLM workflow for automated research contribution patterns extraction from citation sentences

Key Points

• Automated research contribution patterns extraction enhances citation sentence analysis and understanding.
• Key findings indicate a significant increase in efficiency in data processing through the tool-augmented workflow.
• Implementation of a novel tool-augmented large language model enhances the extraction accuracy of citation sentences.
• This approach supports better insights into publication trends, furthering automated research capabilities.