• This package provides a sequence tagger implementation customized for Arabic features, including a named entity detection model especially intended for Arabic Wikipedia. It was trained on labeled ACE and ANER data as well as an unlabeled Wikipedia corpus. Learning is with the structured perceptron, optionally in a cost-augmented fashion. Feature extraction is handled as a preprocessing step prior to learning/decoding.