from book MaNER: A MedicAl Named Entity Recogniser
Hollywood Cut Print Blue Daffodil 40s Sleepwear Vintage Old Sleeveless Loungewear 1940s Bias 3XL Nightgown Nightgown Lounge qxwCvIA8A
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.
Hollywood Lounge Daffodil Nightgown Sleeveless Blue 40s Loungewear Old Cut Bias Print 3XL Sleepwear 1940s Vintage Nightgown Discover the world's research
- 15+ million members
- 118+ million publications
- 700k+ research projects