Data Sharing for "Large-scale sentiment classification using Deep Learning based Framework"
D. Bespalov, Y. Qi, B. Bai, A. Shokoufandeh, (2012) "Sentiment Classification with Supervised Sequence Encoder",The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (ECML2012) (PDF) (bibTex)
(acceptance rate: 23% (total 443 submissions) )
A novel supervised approach to model ngrams for sentiment classification.
D. Bespalov, B. Bai, Y. Qi, A. Shokoufandeh (2011) "Sentiment Classification Based on Supervised Latent n-gram Analysis",20th ACM Conference on Information and Knowledge Management(CIKM2011) (PDF) (bibTex)
(acceptance rate: as full paper 15% out of 917)
A novel approach for sentimental classification by latent n-gram analysis. The system has multiple layers to perform word embedding, phrase embedding, and document embedding.