How Transferable are Neural Networks in NLP Applications?

How Transferable are Neural Networks in NLP Applications?

19 March 2016

Rui Yan

Yan Xu

Papers citing "How Transferable are Neural Networks in NLP Applications?"

13 / 13 papers shown

Title
Implicit Discourse Relation Classification via Multi-Task Neural Networks Yang Liu Sujian Li Xiaodong Zhang Zhifang Sui 63 115 0 09 Mar 2016
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 75 353 0 28 Dec 2015
Transfer Learning for Speech and Language Processing Dong Wang Tianshi Zheng 62 220 0 19 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 313 4,284 0 21 Aug 2015
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks Hao Peng Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 49 27 0 15 Aug 2015
Self-Adaptive Hierarchical Sentence Model Haiying Zhao Zhengdong Lu Pascal Poupart 72 191 0 20 Apr 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 70 1,339 0 11 Mar 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 231 8,336 0 06 Nov 2014
A Statistical Parsing Framework for Sentiment Classification Li Dong Furu Wei Shujie Liu M. Zhou Ke Xu 56 68 0 24 Jan 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,876 0 12 Nov 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,521 0 16 Oct 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 178 4,949 0 06 Oct 2013
Frustratingly Easy Domain Adaptation Hal Daumé 117 1,799 0 10 Jul 2009