2011, Computational Linguistics and Neural Network

Testing the Robustness of LSTM-Based Sentiment Analysis Models

John Snow Labs

DECEMBER 26, 2023

Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks. The 49th Annual Meeting of the Association for Computational Linguistics (ACL 2011). abs/2005.03993 Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, and Christopher Potts.

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Neural Network Computational Linguistics NLP Natural Language Processing

Parsing English in 500 Lines of Python

Explosion

DECEMBER 17, 2013

It would be relatively easy to provide a beam-search version of spaCy…But, I think the gap in accuracy will continue to close, especially given advances in neural network learning. ACL 2011 The dynamic oracle training method was first described here: A Dynamic Oracle for Arc-Eager Dependency Parsing.

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Artificial Intelligence Zone

Testing the Robustness of LSTM-Based Sentiment Analysis Models

Parsing English in 500 Lines of Python

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