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Official source codes for implementing "Accelerating materials language processing with large language models"

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GPT_MLP

Accelerating Materials Language Processing with GPT

This is an official code for implementing our GPT-enabled MLP research.

We addressed three tasks: text classification, named entity recongition, and extractive question answering.

Dataset

Dataset used in this study is available, and unzip in your own directory.

-text classification:

-named entity recognition:

-extractive question answering:

Requirements

Our experiment setting is as follows:

  • openai:
  • pandas:
  • scipy:

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