McCallum(McCallum et al., 2000) improved them by allowing a record to locate in plural blocks in order to avoid detection loss.
the problems of these filtering methods using blocking are that the user needs trial and error parameters such as first n terms for Standard Blocking, and that these incur detection loss in spite of improvements being attempted, caused by two documents of a correct document pair existing in different blocks.