Data Sharing for "Large-scale sentiment classification using Deep Learning based Framework"
For paper-1
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)
(TalkSlide)
(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)
(TalkSlide)
(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.