Xin Shan

Oct 1, 2024 | mdpi.com | Yongqiang Sun |Yongping Zhang |Anqi Wei |Xin Shan

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Jul 2, 2023 | arxiv.org | Xin Shan

Large language models(LLMs) have shown excellent text generation capabilities, but there is still much space for improvement in accuracy, sometimes with grammatical errors, semantic inaccuracies, and contextual incoherence, which seriously affect the reliability of the models. These problems may originate from the difficulties and limitations encountered in the pattern extraction stage of large language models.