This repository contains the experimental resources employed in the Bachelor's thesis entitled "Assessing Corporate Communication Alignment with Stated Goals Using Large Language Models". This thesis, conducted at Leiden Institute of Advanced Computer Science (LIACS) under the supervision of Dr. P.W.H. van der Putten (first supervisor) and Prof.dr.ir. J.M.W. Visser (second supervisor), was authored by Alexander Serraris.
The stated goals of the company, extracted from the stated goals.csv file, were systematically transformed into principles. This transformation process involved the replacement of variable [[X]] with the stated goals in the translation-into-principles.txt file and sending the subsequent prompt to GPT-4. The output of this prompt was subsequently subjected to validation using the JSON schema delineated in the translation-jsonschema.json file.
The principles, derived from the aforementioned procedure, were analyzed on alignment with a self-published article from the company. This article was extracted from the articles.csv file for the respective company. The article, along with the stated goals, were input into the prompt delineated in the analysis-scoring.txt file, respectively replacing variables [[X]] and [[principles]] with their corresponding contents. The output of this analysis was subjected to validation using the JSON schema delineated in the analysis-jsonschema.json file.