The talk describes a system for automatic acquisition of aligned, bilingual corpora from pre-specified domains on the world wide web. The work is motivated by the need for large, domain specific, low cost parallel corpora in a variety of applications. One particular application, which is the adaptation of a part of speech tagger from English to French, is described and discussed.