Beyond memorization: Text generators may plagiarize beyond ‘copy … – Pennsylvania State University
Language models, possibly including ChatGPT, paraphrase and reuse ideas from training data without citing the source, raising plagiarism concerns.
UNIVERSITY PARK, Pa. — Students may want to think twice before using a chatbot to complete their next assignment. Language models that generate text in response to user prompts plagiarize content in more ways than one, according to a Penn State-led research team that conducted the first study to directly examine the phenomenon.
“Plagiarism comes in different flavors,” said Dongwon Lee, professor of information sciences and technology at Penn State. “We wanted to see if language models not only copy and paste but resort to more sophisticated forms of plagiarism without realizing it.”
The researchers focused on identifying three forms of plagiarism: verbatim, or directly copying and pasting content; paraphrase, or rewording and restructuring content without citing the original source; and idea, or using the main idea from a text without…
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