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H.\u00a0Isahara, Hybrid neuro and rule-based part of speech taggers, in: Proceedings of the 18th Conference on Computational Linguistics, Vol.\u00a01, 2000, pp.\u00a0509\u2013515.","DOI":"10.3115\/990820.990894"},{"issue":"2","key":"10.3233\/AIC-150698_ref40","first-page":"313","article-title":"Building a large annotated corpus of English: The penn treebank","volume":"19","author":"Marcus","year":"1993","journal-title":"Computational Linguistics"},{"key":"10.3233\/AIC-150698_ref41","unstructured":"M.\u00a0Marimon, B.\u00a0Fisas, N.\u00a0Bel, M.\u00a0Villegas, J.\u00a0Vivaldi, S.\u00a0Torner, M.\u00a0Lorente and S.\u00a0V\u00e1zquez, The IULA treebank, in: Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012, pp.\u00a01920\u20131926."},{"key":"10.3233\/AIC-150698_ref42","unstructured":"R.\u00a0Moore, Fast high-accuracy part-of-speech tagging by independent classifiers, in: Proceedings the 25th International Conference on Computational Linguistics: Technical Papers, 2014, pp.\u00a01165\u20131176."},{"key":"10.3233\/AIC-150698_ref43","doi-asserted-by":"crossref","unstructured":"T.\u00a0Mueller, H.\u00a0Schmid and H.\u00a0Sch\u00fctze, Efficient higher-order CRFs for morphological tagging, in: Proceedings of the 2013 Conference on Empirical Methods on Natural Language Processing, 2013, pp.\u00a0322\u2013332.","DOI":"10.18653\/v1\/D13-1032"},{"key":"10.3233\/AIC-150698_ref44","doi-asserted-by":"crossref","unstructured":"T.\u00a0M\u00fcller, R.\u00a0Cotterell, A.\u00a0Fraser and H.\u00a0Sch\u00fctze, Joint lemmatization and morphological tagging with lemming, in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015, pp.\u00a02268\u20132274.","DOI":"10.18653\/v1\/D15-1272"},{"issue":"2","key":"10.3233\/AIC-150698_ref45","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1145\/568954.568957","article-title":"Comparison of three machine learning methods for Thai part-of-speech 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Hindi syntax: Annotating dependency, lexical predicate-argument structure, and phrase structure, in: Proceedings of 7th International Conference on Natural Language Processing, 2009, pp.\u00a0261\u2013268."},{"key":"10.3233\/AIC-150698_ref56","unstructured":"A.\u00a0Ratnaparkhi, A maximum entropy model for part-of-speech tagging, in: Proceedings of the Fourth Workshop on Very Large Corpora, 1996, pp.\u00a0133\u2013142."},{"issue":"2","key":"10.3233\/AIC-150698_ref57","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1017\/S0269888909000241","article-title":"Two decades of ripple down rules research","volume":"24","author":"Richards","year":"2009","journal-title":"Knowledge Engineering Review"},{"key":"10.3233\/AIC-150698_ref58","unstructured":"B.\u00a0Sagot, L.\u00a0Cl\u00e9ment, E.V.D.L.\u00a0Clergerie and P.\u00a0Boullier, The lefff 2 syntactic lexicon for French: Architecture, acquisition, use, in: Proceedings of the 5th Language Resource and Evaluation Conference, 2006, pp.\u00a01348\u20131351."},{"key":"10.3233\/AIC-150698_ref59","unstructured":"C.D.\u00a0Santos and B.\u00a0Zadrozny, Learning character-level representations for part-of-speech tagging, in: Proceedings of the 31st International Conference on Machine Learning, 2014, pp.\u00a01818\u20131826."},{"key":"10.3233\/AIC-150698_ref60","doi-asserted-by":"crossref","unstructured":"H.\u00a0Schmid, Part-of-speech tagging with neural networks, in: Proceedings of the 15th International Conference on Computational Linguistics, Vol.\u00a01, 1994, pp.\u00a0172\u2013176.","DOI":"10.3115\/991886.991915"},{"key":"10.3233\/AIC-150698_ref61","unstructured":"H.\u00a0Schmid, Probabilistic part-of-speech tagging using decision trees, in: Proceedings of International Conference on New Methods in Language Processing, 1994, pp.\u00a044\u201349."},{"key":"10.3233\/AIC-150698_ref62","doi-asserted-by":"crossref","unstructured":"H.\u00a0Schmid and F.\u00a0Laws, Estimation of conditional probabilities with decision 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Computational Linguistics on Computational Linguistics, 1999, pp.\u00a0175\u2013182.","DOI":"10.3115\/1034678.1034712"},{"key":"10.3233\/AIC-150698_ref74","doi-asserted-by":"crossref","unstructured":"K.\u00a0Toutanova, D.\u00a0Klein, C.D.\u00a0Manning and Y.\u00a0Singer, Feature-rich part-of-speech tagging with a cyclic dependency network, in: Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics, Vol.\u00a01, 2003, pp.\u00a0173\u2013180.","DOI":"10.3115\/1073445.1073478"},{"key":"10.3233\/AIC-150698_ref75","doi-asserted-by":"crossref","unstructured":"K.\u00a0Toutanova and C.D.\u00a0Manning, Enriching the knowledge sources used in a maximum entropy part-of-speech tagger, in: Proceedings of the 2000 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000, pp.\u00a063\u201370.","DOI":"10.3115\/1117794.1117802"},{"key":"10.3233\/AIC-150698_ref76","doi-asserted-by":"crossref","unstructured":"O.T.\u00a0Tran, C.A.\u00a0Le, T.Q.\u00a0Ha and Q.H.\u00a0Le, An experimental study on Vietnamese POS tagging, in: Proceedings of 2009 International Conference on Asian Language Processing, 2009, pp.\u00a023\u201327.","DOI":"10.1109\/IALP.2009.14"},{"key":"10.3233\/AIC-150698_ref77","doi-asserted-by":"crossref","unstructured":"Y.\u00a0Tsuruoka and J.\u00a0Tsujii, Bidirectional inference with the easiest-first strategy for tagging sequence data, in: Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language, 2005, pp.\u00a0467\u2013474.","DOI":"10.3115\/1220575.1220634"},{"key":"10.3233\/AIC-150698_ref78","unstructured":"A.\u00a0van den Bosch, B.\u00a0Busser, S.\u00a0Canisius and W.\u00a0Daelemans, An efficient memory-based morphosyntactic tagger and parser for Dutch, in: Proceedings of the 17th Meeting of Computational Linguistics in the Netherlands, 2007, pp.\u00a0191\u2013206."},{"key":"10.3233\/AIC-150698_ref79","doi-asserted-by":"crossref","unstructured":"H.\u00a0Xu and A.\u00a0Hoffmann, RDRCE: Combining machine learning and knowledge acquisition, in: Proceedings of the 11th International Conference on Knowledge Management and Acquisition for Smart Systems and Services, 2010, pp.\u00a0165\u2013179.","DOI":"10.1007\/978-3-642-15037-1_15"},{"key":"10.3233\/AIC-150698_ref80","doi-asserted-by":"crossref","unstructured":"X.\u00a0Zheng, H.\u00a0Chen and T.\u00a0Xu, Deep learning for Chinese word segmentation and POS tagging, in: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013, pp.\u00a0647\u2013657.","DOI":"10.18653\/v1\/D13-1061"}],"container-title":["AI 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