Instead, we seek a direct transfer approach ( Figure 1) to cross-lingual NER (also classified as transductive transfer learning (Pan and Yang, 2010) and closely related to domain adaptation).
we only assume the availability of comparable corpora and small-sized bilingual dictionaries, and use the same sequential tagging model trained on the source corpus for tagging the target corpus.