Statistical Analysis of Sentence Structures through ASCII, Lexical Alignment and PCA

arXiv — cs.CLMonday, December 15, 2025 at 5:00:00 AM
  • A novel statistical method has been proposed to analyze sentence structures using ASCII codes, which simplifies text processing without replacing existing syntactic tools. This method evaluates the balance of sentence components across 11 diverse text corpora through techniques like PCA and normality tests.
  • This development is significant as it offers a resource-efficient alternative for understanding sentence structures, which is crucial in natural language processing (NLP) and can enhance the efficiency of linguistic analysis.
  • The approach aligns with ongoing discussions in the field regarding the effectiveness of various language processing methods, including the challenges posed by adversarial text generation and the need for improved grammatical category acquisition in AI systems.
— via World Pulse Now AI Editorial System

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