... (Finin et al., 2010).One of the most fundamental parts of the linguis-tic pipeline is part -of- speech (POS) tagging, a basicform of syntactic analysis which has countless appli-cations in ... McCallum, and Fernando Pereira.2001. Conditional random fields: Probabilistic modelsfor segmenting and labeling sequence data. In Proc. of ICML.Mitchell P. Marcus, Beatrice Santorini, and Mary ... 62(2):406–418.Kristina Toutanova, Dan Klein, Christopher D. Manning, and Yoram Singer. 2003. Feature-rich part -of- speechtagging with a cyclic dependency network. In Proc. of HLT-NAACL.Joseph Turian, Lev Ratinov,...