Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach
暂无分享,去创建一个
[1] Bo Pang,et al. Thumbs up? Sentiment Classification using Machine Learning Techniques , 2002, EMNLP.
[2] S. Sathiya Keerthi,et al. Large scale semi-supervised linear SVMs , 2006, SIGIR.
[3] Matt Thomas,et al. Get out the vote: Determining support or opposition from Congressional floor-debate transcripts , 2006, EMNLP.
[4] Yoshua Bengio,et al. Greedy Layer-Wise Training of Deep Networks , 2006, NIPS.
[5] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[6] Daniel Marcu,et al. Domain Adaptation for Statistical Classifiers , 2006, J. Artif. Intell. Res..
[7] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[8] Koby Crammer,et al. Analysis of Representations for Domain Adaptation , 2006, NIPS.
[9] John Blitzer,et al. Domain Adaptation with Structural Correspondence Learning , 2006, EMNLP.
[10] Regina Barzilay,et al. Multiple Aspect Ranking Using the Good Grief Algorithm , 2007, NAACL.
[11] Rajat Raina,et al. Self-taught learning: transfer learning from unlabeled data , 2007, ICML '07.
[12] ChengXiang Zhai,et al. Instance Weighting for Domain Adaptation in NLP , 2007, ACL.
[13] Qiang Yang,et al. Transferring Naive Bayes Classifiers for Text Classification , 2007, AAAI.
[14] John Blitzer,et al. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification , 2007, ACL.
[15] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[16] Marc'Aurelio Ranzato,et al. Semi-supervised learning of compact document representations with deep networks , 2008, ICML '08.
[17] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[18] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[19] Chengqing Zong,et al. Multi-domain adaptation for sentiment classification: Using multiple classifier combining methods , 2008, 2008 International Conference on Natural Language Processing and Knowledge Engineering.
[20] Quoc V. Le,et al. Measuring Invariances in Deep Networks , 2009, NIPS.
[21] Geoffrey E. Hinton,et al. Semantic hashing , 2009, Int. J. Approx. Reason..
[22] Geoffrey E. Hinton,et al. Rectified Linear Units Improve Restricted Boltzmann Machines , 2010, ICML.
[23] Qiang Yang,et al. Cross-domain sentiment classification via spectral feature alignment , 2010, WWW '10.
[24] Yoshua Bengio,et al. Deep Sparse Rectifier Neural Networks , 2011, AISTATS.
[25] Pascal Vincent,et al. A Connection Between Score Matching and Denoising Autoencoders , 2011, Neural Computation.