Topic: semantics

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Friday, September 11, 2026

research40

Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures

A study finds that current large language models, despite being fluent and grammatically correct, struggle to produce coherent text due to semantic inconsistencies, questioning the effectiveness of existing architectures in enhancing coherence. This matters because improving coherence is crucial for applications requiring clear and logical communication.

arxiv.org

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