用NLP解析贝克特《我非我》的语言结构，揭示碎片化意识的表达机制。
I or Not I: Unraveling the Linguistic Echoes of Identity in Samuel Beckett's "Not I" Through Natural Language Processing
- 通过词频、情感分析和重复模式检测，解析文本语言特征。
- 发现时间、记忆与存在焦虑通过递归与节奏重复交织呈现。
- 适合文学分析与计算人文研究者，为文本深层解读提供新范式。
本研究运用先进的自然语言处理技术，深入分析塞缪尔·贝克特《我非我》的语言结构。通过词频分析、基于BERT的情感检测以及重复主题的识别，揭示了作品中语言模式如何映射主人公破碎的内心世界。研究发现，时间、记忆与存在性焦虑等核心主题，通过递归语言结构和节奏化重复被巧妙编织。这一创新方法不仅深化了对贝克特写作风格的理解，也凸显其在现代文学中以语言探索深层存在议题的独特地位。
原文摘要 · Abstract (English)
Exploring the depths of Samuel Beckett's "Not I" through advanced natural language processing techniques, this research uncovers the intricate linguistic structures that underpin the text. By analyzing word frequency, detecting emotional sentiments with a BERT-based model, and examining repetitive motifs, we unveil how Beckett's minimalist yet complex language reflects the protagonist's fragmented psyche. Our results demonstrate that recurring themes of time, memory, and existential angst are artfully woven through recursive linguistic patterns and rhythmic repetition. This innovative approach not only deepens our understanding of Beckett's stylistic contributions but also highlights his unique role in modern literature, where language transcends simple communication to explore profound existential questions.
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