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Grammar Points
由...导致— Causation with 由...导致HSK 5
Used to express that something is caused by a specific reason. 由 introduces the cause, and 导致 means 'to lead to/result in'. Structure: 由 + cause + 导致
"该情况是由模型在多轮对话中处理上下文时产生的异常输出导致"
针对...一事— Regarding a matter with 针对HSK 5
Used to introduce the topic being addressed or responded to. 针对 means 'regarding/concerning', and 一事 means 'this matter'. Common in formal contexts.
"针对用户反映使用元宝生成拜年海报时出现辱骂文字一事，元宝团队回应"
据...表示/显示— According to with 据HSK 4
Used to cite sources or reference information. 据 means 'according to', followed by the source, then 表示 (state/say) or 显示 (show/indicate).
"据网友表示，使用腾讯元宝AI美化代码时，多次收到AI的侮辱性回复"
"据活动报告显示，元宝春节主会场累计抽奖次数超36亿次"
已...并...— Completed actions with 已...并HSK 4
已 indicates completed action ('already'), and 并 ('and also/moreover') connects two related completed actions, showing sequential or parallel completion.
"已紧急校正相关问题并优化了模型体验"
与...无关— Unrelated with 与...无关HSK 4
Used to express that something has no relation to something else. 与 means 'with', and 无关 means 'unrelated/has nothing to do with'. Structure: 与 + noun + 无关
"与用户操作无关，也不存在人工回复"
Key Vocabulary
元宝yuán bǎo
的deHSK1
(bound form) bull's-eye; target
在zàiHSK1
(used before a verb to indicate an action in progress)