Concepedia

Recurrent neural network with pooling operation and attention mechanism for sentiment analysis: A multi-task learning approach

Yi Cai, Qingbao Huang, Zejun Lin, Jingyun Xu, Zhenhong Chen, Qing Li

Knowledge-Based Systems · 2020 · 55 citations · 46 references

Concepts

ComputingComputer ScienceMachine LearningNatural Language ProcessingText AnalyticsAttention NetworksDeep LearningEmotion RecognitionMulti-task LearningOpinion MiningSentiment AnalysisAttentionAttention PoolingMulti-task Deep LearningMulti-task Learning For Natural Language ProcessingMulti-task Neural NetworksMultitask LearningRecurrent Neural NetworksTextual Sentiment Analysis

References

46

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Glove: Global Vectors for Word Representation

Jeffrey Pennington, Richard Socher, Christopher D. Manning · 2014 · 33.8K citations

Computing, Computer Science, Computational Linguistics +14

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Efficient Estimation of Word Representations in Vector Space

Tomáš Mikolov, Kai Chen, Greg S. Corrado · arXiv (Cornell University) · 2013 · 18.1K citations · Full text

Computing, Computer Science, Computational Linguistics +16