[chat]: fix chat evaluation possible bug

[MichelleMa8]

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fix chat evaluation with possible zero denominator and delete removing articles of preprocessing process

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[TongLi3701]

Thanks Qianran.

Some questions.

[TongLi3701]

Thanks Qianran.