SVM regression
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Publications (11)

1An Unsupervised Approach to Biography Production Using Wikipediabiographicalsentence classifier from these corpora and an SVM regression model for sentence ordering from the Wikipedia corpus...

2Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales2005  Boyeong Kang,Lillian Leelabels. In particular, we consider linear, 5 insensitive SVM regression (Vapnik, 1995; Smola and Scho¨lkopf, 1998); the idea...

3Automatically Predicting PeerReview Helpfulness2011  Wenying Xiong,Diane J. Litmanthem to the peerreview domain. In particular, we use an SVM regression algorithm to predict the helpfulness of peer reviews...

4Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Informationlabeling models outperformed the SVM regression model with less training time.3 In the SVM regression approach, a large number of...

5CrossLanguage Document Summarization Based on Machine Translation Quality PredictionEnglish sentence in the document set is predicted with the SVM regression method, and then the quality score of each sentence...

6A Reexamination on Features in Regression Based Approach to Automatic MT EvaluationThen, we will propose a MT evaluation metric based on SVM regression using information from various linguistic levels (lexical...

7SORT: An Interactive SourceRewriting Tool for Improved Translationns by the three judges. With this data we trained an SVM regression model using SVMlight (Joachims, 1999). Features were...

8A Reexamination of Machine Learning Approaches for SentenceLevel MT Evaluation2007  Joshua Albrecht,Rebecca Hwafeature sets through learning curves. Finally, we show that SVMregression metrics generalize better than SVMclassification metrics...

9TrustRank: Inducing Trust in Automatic Translations via Ranking2010  Radu Soricut,Abdessamad Echihabilinguistically motivated MT evaluation system based on SVM regression. In Proceedings of AMTA. Yang Ye, Ming Zhou, and ChinYew...

10A New Dataset and Method for Automatically Grading ESOL Textswith manually assigned scores is maximised. We trained a SVM regression model with our full set of feature types and compared...