
Experimental results on the Universal Dependencies English Web Treebank show a labeled attachment score of 96.2 percent using this hybrid approach. This achievement marks a significant milestone in the field of Natural Language Processing, where the quest to fully understand human syntax has long been overshadowed by the rapid progress of large-scale generative models. While today’s systems can generate poetic










