Unverified50% confidenceFactExact time
Long-text coherence refers to the model's ability to keep characters, plot, logic and tone consistent when generating lengthy content.
1
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50%
Confidence
Long-term
Relevance
10/25/2026
First Seen
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Related Claims
UnverifiedAdvances by current mainstream models in long-text coherence, multi-turn context retention and style imitation have made complex prompts feasible in practice.78% similarUnverifiedTextual coherence refers to the semantic and logical continuity between sentences and between paragraphs.78% similarUnverifiedThe summarization capability of large language models is essentially the process of identifying key semantic nodes in text through the attention mechanism, compressing long documents into short texts that retain the core arguments.72% similarUnverifiedDiffusion models have been validated in the image generation domain, but when transferred to text generation, ensuring semantic coherence and long-range consistency has always been difficult.70% similarUnverifiedAs models are optimized for instruction following and content completeness, outputs tend to become more verbose, with a propensity to generate well-structured but uninspired text70% similar
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