Laurence E. Frank

Language Re-generation: An investigation into information locality effects on reconstruction

This work combines learnability-based approaches with a reconstruction framework, fine-tuning GPT-2 models pre-trained on impossible languages to reconstruct natural English from three perturbation types and shows that the recovered structures exhibit shorter dependency lengths, mirroring the locality preference observ...