暂无分享,去创建一个
Ilya Sutskever | Alec Radford | Rafal Józefowicz | Alec Radford | Ilya Sutskever | R. Józefowicz | I. Sutskever
[1] Beatrice Santorini,et al. Building a Large Annotated Corpus of English: The Penn Treebank , 1993, CL.
[2] David J. Field,et al. Sparse coding with an overcomplete basis set: A strategy employed by V1? , 1997, Vision Research.
[3] Francois Yergeau. UTF-8, a transformation format of ISO 10646 , 1998, RFC.
[4] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[5] Bo Pang,et al. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts , 2004, ACL.
[6] Chris Quirk,et al. Unsupervised Construction of Large Paraphrase Corpora: Exploiting Massively Parallel News Sources , 2004, COLING.
[7] Bing Liu,et al. Mining and summarizing customer reviews , 2004, KDD.
[8] A. Ng. Feature selection, L1 vs. L2 regularization, and rotational invariance , 2004, Twenty-first international conference on Machine learning - ICML '04.
[9] Claire Cardie,et al. Annotating Expressions of Opinions and Emotions in Language , 2005, Lang. Resour. Evaluation.
[10] Bo Pang,et al. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales , 2005, ACL.
[11] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[12] Marc'Aurelio Ranzato,et al. Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[13] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[14] Christopher Potts,et al. Learning Word Vectors for Sentiment Analysis , 2011, ACL.
[15] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[16] Honglak Lee,et al. An Analysis of Single-Layer Networks in Unsupervised Feature Learning , 2011, AISTATS.
[17] Tara N. Sainath,et al. FUNDAMENTAL TECHNOLOGIES IN MODERN SPEECH RECOGNITION Digital Object Identifier 10.1109/MSP.2012.2205597 , 2012 .
[18] Nitin Madnani,et al. Re-examining Machine Translation Metrics for Paraphrase Identification , 2012, NAACL.
[19] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[20] Christopher D. Manning,et al. Baselines and Bigrams: Simple, Good Sentiment and Topic Classification , 2012, ACL.
[21] Pascal Vincent,et al. Representation Learning: A Review and New Perspectives , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[22] Christopher Potts,et al. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank , 2013, EMNLP.
[23] Marc'Aurelio Ranzato,et al. Building high-level features using large scale unsupervised learning , 2011, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[24] Geoffrey Zweig,et al. Linguistic Regularities in Continuous Space Word Representations , 2013, NAACL.
[25] M. Marelli,et al. SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment , 2014, *SEMEVAL.
[26] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[27] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[28] Danqi Chen,et al. A Fast and Accurate Dependency Parser using Neural Networks , 2014, EMNLP.
[29] Ivan Laptev,et al. Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[30] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[31] Christopher D. Manning,et al. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks , 2015, ACL.
[32] Fei-Fei Li,et al. Visualizing and Understanding Recurrent Networks , 2015, ArXiv.
[33] Quoc V. Le,et al. Semi-supervised Sequence Learning , 2015, NIPS.
[34] Xiang Zhang,et al. Character-level Convolutional Networks for Text Classification , 2015, NIPS.
[35] Marc'Aurelio Ranzato,et al. Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews , 2014, ICLR.
[36] Jure Leskovec,et al. Inferring Networks of Substitutable and Complementary Products , 2015, KDD.
[37] Sanja Fidler,et al. Skip-Thought Vectors , 2015, NIPS.
[38] Bolei Zhou,et al. Object Detectors Emerge in Deep Scene CNNs , 2014, ICLR.
[39] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[40] Han Zhao,et al. Self-Adaptive Hierarchical Sentence Model , 2015, IJCAI.
[41] Felix Hill,et al. Learning Distributed Representations of Sentences from Unlabelled Data , 2016, NAACL.
[42] Yonghui Wu,et al. Exploring the Limits of Language Modeling , 2016, ArXiv.
[43] Kevin Gimpel,et al. Towards Universal Paraphrastic Sentence Embeddings , 2015, ICLR.
[44] Tim Salimans,et al. Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks , 2016, NIPS.
[45] Richard Socher,et al. Ask Me Anything: Dynamic Memory Networks for Natural Language Processing , 2015, ICML.
[46] Daniel Jurafsky,et al. Understanding Neural Networks through Representation Erasure , 2016, ArXiv.
[47] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[48] George Kurian,et al. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.
[49] Peter Norvig,et al. Deep Learning with Dynamic Computation Graphs , 2017, ICLR.
[50] Eric P. Xing,et al. Toward Controlled Generation of Text , 2017, ICML.
[51] Andrew M. Dai,et al. Adversarial Training Methods for Semi-Supervised Text Classification , 2016, ICLR.
[52] Steve Renals,et al. Multiplicative LSTM for sequence modelling , 2016, ICLR.
[53] Chong Wang,et al. TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency , 2016, ICLR.
[54] Mirella Lapata,et al. Learning to Generate Product Reviews from Attributes , 2017, EACL.
[55] Hong Yu,et al. Neural Semantic Encoders , 2016, EACL.
[56] Eric P. Xing,et al. Controllable Text Generation , 2017, ArXiv.