  The extraction of anglicisms (lexical borrowings from English) is relevant
both for lexicographic purposes and for NLP downstream tasks. We introduce a
corpus of European Spanish newspaper headlines annotated with anglicisms and a
baseline model for anglicism extraction. In this paper we present: (1) a corpus
of 21,570 newspaper headlines written in European Spanish annotated with
emergent anglicisms and (2) a conditional random field baseline model with
handcrafted features for anglicism extraction. We present the newspaper
headlines corpus, describe the annotation tagset and guidelines and introduce a
CRF model that can serve as baseline for the task of detecting anglicisms. The
presented work is a first step towards the creation of an anglicism extractor
for Spanish newswire.
