2011, Computational Linguistics and Neural Network

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2011

Computational Linguistics

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.

Neural Network

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.

Python

Python Algorithm NLP Computational Linguistics

Artificial Intelligence Zone

Testing the Robustness of LSTM-Based Sentiment Analysis Models

Parsing English in 500 Lines of Python

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