Essays about: "Stylometry"
Found 3 essays containing the word Stylometry.
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1. Textual Analysis and Detection of AIGenerated Academic Texts : A Study of ChatGPT Output, User Instructions, and Machine-Learning Classifiers
University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)Abstract : Den här studien utforskar den textmässiga likheten mellan AI-genererade texter av ChatGPT och ursprungliga akademiska texter, jämför prestandan hos AI-detekteringsverktyg och maskininlärningsklassificerare, inklusive SVM, Logistic Regression och Random Forest, vid detektering av AI-genererat innehåll, och undersöker hur användarinstruktioner påverkar textkvaliteten. En rad mätvärden som stilometri, sentiment, textlikhet, läsbarhet och relevans användes för att analysera textegenskaper. READ MORE
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2. Stylometric Embeddings for Book Similarities
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Stylometry is the field of research aimed at defining features for quantifying writing style, and the most studied question in stylometry has been authorship attribution, where given a set of texts with known authorship, we are asked to determine the author of a new unseen document. In this study a number of lexical and syntactic stylometric feature sets were extracted for two datasets, a smaller one containing 27 books from 25 authors, and a larger one containing 11,063 books from 316 authors. READ MORE
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3. Using Style Markers for Detecting Plagiarism in Natural Language Documents
University essay from Institutionen för datavetenskapAbstract : Most of the existing plagiarism detection systems compare a text to a database of other texts. These external approaches, however, are vulnerable because texts not contained in the database cannot be detected as source texts. READ MORE