Richard Socher
Richard Socher
Chief Scientist at Salesforce
確認したメール アドレス: stanford.edu - ホームページ
タイトル引用先
Imagenet: A large-scale hierarchical image database
J Deng, W Dong, R Socher, LJ Li, K Li, L Fei-Fei
2009 IEEE conference on computer vision and pattern recognition, 248-255, 2009
123752009
Glove: Global vectors for word representation
J Pennington, R Socher, C Manning
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
87992014
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
R Socher, A Perelygin, JY Wu, J Chuang, CD Manning, AY Ng, CP Potts
EMNLP, 2013
29652013
Improved semantic representations from tree-structured long short-term memory networks
KS Tai, R Socher, CD Manning
arXiv preprint arXiv:1503.00075, 2015
12792015
Semi-supervised recursive autoencoders for predicting sentiment distributions
R Socher, J Pennington, EH Huang, AY Ng, CD Manning
Proceedings of the conference on empirical methods in natural language …, 2011
10712011
Parsing natural scenes and natural language with recursive neural networks
R Socher, CCY Lin, AY Ng, CD Manning
10592011
Semantic compositionality through recursive matrix-vector spaces
R Socher, B Huval, CD Manning, AY Ng
Proceedings of the 2012 joint conference on empirical methods in natural …, 2012
9852012
Improving word representations via global context and multiple word prototypes
EH Huang, R Socher, CD Manning, AY Ng
Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012
9572012
Reasoning with neural tensor networks for knowledge base completion
R Socher, D Chen, CD Manning, A Ng
Advances in neural information processing systems, 926-934, 2013
9192013
Parsing with compositional vector grammars
R Socher, J Bauer, CD Manning
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
7652013
Dynamic pooling and unfolding recursive autoencoders for paraphrase detection
R Socher, EH Huang, J Pennin, CD Manning, AY Ng
Advances in neural information processing systems, 801-809, 2011
7352011
Zero-shot learning through cross-modal transfer
R Socher, M Ganjoo, CD Manning, A Ng
Advances in neural information processing systems, 935-943, 2013
6612013
Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
arXiv preprint arXiv:1506.07285, 2015
6002015
Towards total scene understanding: Classification, annotation and segmentation in an automatic framework
LJ Li, R Socher, L Fei-Fei
2009 IEEE Conference on Computer Vision and Pattern Recognition, 2036-2043, 2009
5522009
Grounded compositional semantics for finding and describing images with sentences
R Socher, A Karpathy, QV Le, CD Manning, AY Ng
Transactions of the Association for Computational Linguistics 2, 207-218, 2014
5422014
Grounded Compositional Semantics for Finding and Describing Images with Sentences
R Socher, K Andrej, Q Le, C Manning, A Ng
Transactions of the Association for Computational Linguistics 2014, 2014
5422014
Better Word Representations with Recursive Neural Networks for Morphology
MT Luong, R Socher, CD Manning
5212013
Convolutional-recursive deep learning for 3d object classification
R Socher, B Huval, B Bath, CD Manning, AY Ng
Advances in neural information processing systems, 656-664, 2012
5132012
Bilingual word embeddings for phrase-based machine translation
WY Zou, R Socher, D Cer, CD Manning
Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013
4062013
Dynamic memory networks for visual and textual question answering
C Xiong, S Merity, R Socher
International conference on machine learning, 2397-2406, 2016
3662016
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