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  • Fine-Tuning ChatGPT for Essay Grading

    by Youngwon Kim, Reagan Mozer, Shireen Al-Adeimi, and Luke Miratrix
    on Nov 24, 2024 · 29 min read · Automated Essay Scoring ChatGPT coding Large Language Model Fine-tuning  ·
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    Fine-Tuning ChatGPT for Essay Grading

    A Comprehensive Guide to Fine-Tuning ChatGPT for Essay Grading Introduction Our “Esssay Grading with ChatGPT” blog post series have unveiled the potential of ChatGPT for essay grading. We started with the fundamentals of the ChatGPT API and gradually explored the art of crafting effective prompts, building a solid …

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A blog about Causality, Applications, and Research in Education and Statistics.

From the C.A.R.E.S. Lab at the Harvard Graduate School of Education
Director: Luke Miratrix, Associate Professor
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Featured Posts

  • Comparing ATE estimators in multisite and cluster randomized trials
  • Fine-Tuning ChatGPT for Essay Grading
  • The Art of Crafting Prompts for Essay Grading with ChatGPT
  • To block or not to block, that is the question
  • Drawing a Line Between Sample Statistics and Population Inferences
  • So, you decided to write your article in R Markdown

Recent Posts

  • Comparing ATE estimators in multisite and cluster randomized trials
  • Fine-Tuning ChatGPT for Essay Grading
  • The Art of Crafting Prompts for Essay Grading with ChatGPT
  • How to Grade Essays with ChatGPT
  • Designing Experiments Toward Shrinkage Estimation
  • Plotting distributions of site-level impact estimates (or other collections of noisily estimated things)
  • Exploring power with the PUMP package
  • Recovering Effect Sizes from Dichotomous Variables Using Logistic Regression

Categories

METHODOLOGY 7 TUTORIAL 6 REFLECTIONS 3

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CODING 9 MULTISITE 4 AUTOMATED-ESSAY-SCORING 3 CHATGPT 3 INTERPRETATION 3 LARGE-LANGUAGE-MODEL 3 VISUALIZATIONS 3 BLOCKING 2 MATCHING 2 MLM 2 MULTISITE-TRIALS 2 CLUSTER-RANDOMIZED-TRIALS 1 DIFF-IN-DIFF 1 FINE-TUNING 1
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AUTOMATED-ESSAY-SCORING3 BLOCKING2 CHATGPT3 CLUSTER-RANDOMIZED-TRIALS1 CODING9 DIFF-IN-DIFF1 FINE-TUNING1 INDEX1 INFERENCE1 INTERPRETATION3 LARGE-LANGUAGE-MODEL3 LOGISTIC1 MATCHING2 MLM2 MULTISITE4 MULTISITE-TRIALS2 NEYMAN1 POWER1 RANDOMIZED-TRIALS1 RMARKDOWN1 VISUALIZATIONS3
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