Value Over Language Model: Detecting Original Contribution in Writing
A framework that measures how much value a person adds on top of what a language model could have easily produced by itself, and it is found that increasingly constrained content extractors reduce residual differences between LLM-generated and humanized text, demonstrating the importance of disentangling informational...