Measuring the coherence of text is a vital aspect of analyzing the caliber of composed material. Recent progress in neural coherence modeling have demonstrated their efficacy in capturing entity coreference and discourse relations, thereby boosting coherence evaluation.
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Within this paper, we posit that coherent texts inherently manifest a sequential and cohesive interaction amid sentences, effectively conveying the central concept, purpose, or standpoint. To check out this summary partnership, we introduce the "BB Score," a novel reference-absolutely free metric grounded in Brownian bridge concept for evaluating text coherence.
Our findings showcase that when synergized with an easy extra classification component, this metric attains a effectiveness amount akin to point out-of-the-artwork approaches on normal artificial discrimination jobs.
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• We present our score can seize equally global and native coherence and will properly differentiate huge language products produced and human-published text.
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