/Element-Property-Extraction

A Project to extract a json of element properties of an alloy specified in a research paper, using Langauge Models.

Primary LanguageJupyter Notebook

Element Property Extraction

Description

This Project focuses on extraction of element properties from a given Research paper, and possibly output it as JSON file.

RoadMap

  • Use LlamaParse to extract text from PDF in a processed format
  • Use GraphTransformer to create Graph from Research Paper
  • Extract Element Properties from the Graph
  • Output as JSON file
  • Extracting Element Properties from multiple research papers

Time illa da !!!