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Analyzing the coherence of textual content necessitates the evaluator to differentiate concerning a set of specific utterances and In a natural way flowing discourses like co-references or grammatical associations (Wang and Guo 2014; Kehler 2022).
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Having said that, numerous current procedures seriously depend upon static embeddings or focus narrowly on nearby context, constraining their ability to evaluate the overarching coherence of lengthy texts.
• We design and style a flexible score measurement based on the Brownian bridge which can be applied To judge the general coherence of a text and naturally suit into any downstream responsibilities.
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But in front of their dwelling enthusiasts in Boston, the top seeds have been encouraged to victory by Jayson Tatum's 31-position performance.
• We display our score can capture each world-wide and native coherence and might correctly differentiate large language models generated and human-written text.
Brownian bridges function ongoing-time stochastic versions for movement, where the chance of getting in a particular space is conditioned around the setting up and ending destinations, enough time elapsed among These details, plus the mobility or pace of movement (Horne et al. 2007; Chow 2009).
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It encompasses the flow and connectivity of Concepts, the logical progression of data, and The graceful transition amongst sentences and paragraphs.
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