Abstract
The problem of classifying sentences into various categories, arises frequently in text mining applications. One of the most important categorization of sentences observed in product reviews, movie reviews, blogs, customer feedbacks is-Suggestions, Appreciations and Complaints. We observed that the document classification techniques do not perform well for these three non-topical sentence classes. We propose to solve this problem using a supervised approach based on Dependency-based Word Subsequence Kernel and its variations. We compare the performance of our approach with the state-of-the-art short text classification techniques on 2 different datasets-Performance Appraisal comments and Product Reviews.
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deciphering_review_comments_identifying_suggestions_appreciations_and_complaints_NLDB_2015.pdf
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        This jacket just feels like a piece of history.



        True Vintage 1970s LEE indigo jean denim jacket union made sanforized cotton.



        This has an incredible medium vintage patina with fading.



        There is no size tag, as its faded and illegible, but fits between a Small to Medium.











        Condition:



        In great vintage condition. General wear, some frayed spots, a tiny rust mark on collar, but all looks like the vintage patina. In amazing condition considering its age. No rips or large stains.











        ✂️ S I Z E / M E A S U R E M E N T S







        Actual Measurements:



        Chest, pit to pit: 20" (x2)



        Length, from shoulder to bottom hem: 21.25"



        Sleeve, from shoulder to wrist: 25.25"



        Waist: 16.45" (x2)







        All measurements are taken flat- please double where appropriate.



        Feel free to let me know if you have any questions about sizing or fit.











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