D. 2010. Every picture tells a story: Generating sentences from images. .

Gupta, A.; Verma, Y.; and Jawahar, C. V. 2012. . .

Hochreiter, S., and Schmidhuber, J. 1997. Long short-term memory. 9(8):1735–1780.

Hodosh, M.; Young, P.; and Hockenmaier, J. 2013. Framing image description as a ranking task: Data, models and evaluation metrics. .

. 2015. . [ <http://instagram-engineering.tumblr.com/post/117889701472/emojineering-part-1-machine-learning-for-emoji> ]{}, retrieved June 2015.

Joshi, D.; Datta, R.; Fedorovskaya, E.; Luong, Q.-T.; Wang, J. Z.; Li, J.; and Luo, J. 2011. Aesthetics and emotions in images. .

Karpathy, A., and Fei-Fei, L. 2015. Deep visual-semantic alignments for generating image descriptions. .

Kulkarni, G.; Premraj, V.; Dhar, S.; Li, S.; Choi, Y.; Berg, A.; and Berg, T. 2011. Baby talk: Understanding and generating simple image descriptions. .

Kuznetsova, P.; Ordonez, V.; Berg, T. L.; and Choi, Y. 2014. Treetalk: Composition and compression of trees for image descriptions. .

Lerner, J. S.; Li, Y.; Valdesolo, P.; and Kassam, K. S. 2015. Emotion and decision making. 66.

Mao, J.; Xu, W.; Yang, Y.; Wang, J.; Huangzhi, H.; and Yuille, A. 2015. . .

Mikolov, T.; Deoras, A.; Povey, D.; Burget, L.; and Cernocky, J. 2011. Strategies for training large scale neural network language models. 