Computer Science and Engineering Deep Learning Virtual Laboratory Experiments

Long Short-Term Memory (LSTM) for Sentiment Analysis

References

  1. I. Goodfellow, Y. Bengio, and A. Courville, “Deep Learning,” MIT Press, Cambridge, MA, USA, 2016.

  2. S. Hochreiter and J. Schmidhuber, “Long Short-Term Memory,” Neural Computation, vol. 9, no. 8, pp. 1735–1780, Nov. 1997.

  3. A. L. Maas et al., “Learning Word Vectors for Sentiment Analysis,” in Proc. 49th Annual Meeting of the Association for Computational Linguistics (ACL), 2011, pp. 142–150.

  4. Y. Bengio, P. Simard, and P. Frasconi, “Learning Long-Term Dependencies with Gradient Descent Is Difficult,” IEEE Transactions on Neural Networks, vol. 5, no. 2, pp. 157–166, 1994.