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This is a review of [[reviewed paper::Borkar_2001_Automatic_Segmentation_of_Text_Into_Structured_Records]] by [[reviewer::user:Nlao]]. This is a very solid work with: - interesting model: nested HMM with parallel path merging - realistic techniques: absolute disconting, hierarchical feature selection, integrate partial database - comprehensive evaluation: 2 tasks, 4 datasets, 3 baselines [minor points] - failed to evaluate the importance of individual techniques (which is of great interests to the reader) - the improvment from naive HMM to nested HMM does not seem to worth the effort? - the path merging process seems to be tedious and suboptimal

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