It is demonstrated that widely shared quotes are distinguishable by a combination of accessible vocabulary, unexpected semantic arrangements, and emotional charge, and that sentence-level contextual embeddings significantly outperform static word vectors at identifying the signature of highly valued language.
Evaluating creativity in large language model (LLM) outputs remains challenging because creativity is multidimensional and human-centered. We examine how reliably LLMs evaluate short literary text in Persian, a low-resource language, across multiple evaluation strategies and prompt formulations. We find that LLM-human...
Mohammad Reza Modarres, Armin Tourajmehr, Yadollah Yaghoobzadeh et al.· 0 citations
Assessing the literary quality of narratives requires evaluating interpretive dimensions (cultural representation, emotional depth, and philosophical engagement) that existing NLG metrics cannot measure. We introduce SAGE, a six-layer evaluation framework that separates rule-based assessment of observable textual prope...
The analysis reveals that reflective essays written by students highly dependent on artificial intelligence display a distinct “conceptual emptiness” in which surface-level fluency coexists with inner superficiality, and concrete linguistic criteria enabling educators to perceive patterns of AI intervention in student...
Yeon-jeong Lee· The Korean Language and Lite...· 0 citations
: Literary style research has always relied on researchers’ subjective perceptions and qualitative descriptions, lacking objective quantitative evidence. In order to make up for this methodological limitation, this study introduced natural language processing technology to conduct a cross-field quantitative comparative...
Bingxian Chen, Jing Wu· Academic Journal of Computin...· 0 citations
This study examines the language and meaning systems of English proverbs about love, with an emphasis on how differences in meaning enhance their persuasive impact and beauty. Love is a common feeling shared by people everywhere, but in stories and sayings, it is often described using phrases that do not mean exactly w...
GhufranSattar Jarad· Journal of the College of B...· 0 citations
This study explores the complex relationship between language and literature, examining the factors that influence literary comprehension and engagement, while also examining how linguistic foundations serve as a foundation for literary expression. This research adopts a comprehensive approach that combines theoretical...
Neelam Kumari· Contemporaneity of English L...· 0 citations
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