Concepedia

Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning

Min Yang, Qingnan Jiang, Ying Shen, Qingyao Wu, Zhou Zhao, Wei Zhou

Neural Networks · 2019 · 43 citations · 38 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningNatural Language ProcessingAspect SemanticsLanguage ModelingLanguage ModelsOpinion MiningReinforcement LearningSentiment AnalysisAspect ClassificationAspect ExtractionContinual Reinforcement LearningDiscounted Reinforcement LearningPolarity ClassificationReinforcement Learning TransferSentiment ClassificationSentiment Features

References

38

Glove: Global Vectors for Word Representation

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

Computing, Computer Science, Computational Linguistics +14

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.9K citations

Computing, Computer Science, Computer Vision +13

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Neural Machine Translation by Jointly Learning to Align and Translate

Dzmitry Bahdanau · arXiv (Cornell University) · 2014 · 14.6K citations · Full text

Computing, Computer Science, Natural Language Processing +9

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

Computing, Computer Science, Algorithms +15