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Collections of texts with annotations on several levels are useful resources. They are employed for diverse tasks in theoretical research and natural language processing. The most important collections are dedicated to English. However, huge efforts are required to develop the corresponding resource for other languages. In this work, we present the initial steps for the compilation of an annotated Mexican corpus using electronic texts obtained from the Web.