considering不是连词,是介词.
就拿好奇爱楼楼的句子来说吧,
Considering that it was his fault,we shouldn't have blamed her.
that是连词,将"it was his fault"转换成名词形式,成为considering的介词宾语.介词和连词是可以连在一起使用的.