Hard to Cheat: A Turing Test based on Answering Questions about Images

Computing machinery and intelligence

Turing, A. M. (1950) · 1950

Earlier work this paper cites.

Verbs semantics and lexical selection

Wu, Z. and Palmer, M. (1994) · 1994

Earlier work this paper cites.

Wordnet: a lexical database for english

Miller, G. A. (1995) · 1995

Earlier work this paper cites.

Space in language and cognition: Explorations in cognitive diversity

Levinson, S. C. (2003) · 2003

Earlier work this paper cites.

The pascal visual object classes (voc) challenge

Everingham, M., Van Gool, L., Williams, C. K. I., Winn, J., and Zisserman, A. (2010) · 2010

Cited alongside, same era.

Imagenet classification with deep convolutional neural networks

Krizhevsky, A., Sutskever, I., and Hinton, G. E. (2012) · 2012

Cited alongside, same era.

Jointly learning to parse and perceive: Connecting natural language to the physical world

Krishnamurthy, J. and Kollar, T. (2013) · 2013

Cited alongside, same era.

Learning dependency-based compositional semantics

Liang, P., Jordan, M. I., and Klein, D. (2013) · 2013

Cited alongside, same era.

A multi-world approach to question answering about real-world scenes based on uncertain input

Malinowski, M. and Fritz, M. (2014a)

Cited in the paper.

A pooling approach to modelling spatial relations for image retrieval and annotation

Original

Malinowski, M. and Fritz, M. (2014b)

Cited in the paper.

Towards a visual turing challenge

Malinowski, M. and Fritz, M. (2014c)

Cited in the paper.

Long-term recurrent convolutional networks for visual recognition and description

Original

Donahue, J., Hendricks, L. A., Guadarrama, S., Rohrbach, M., Venugopalan, S., Saenko, K., and Darrell, T. (2014) · 2014

Later among the works it cites.

Deep visual-semantic alignments for generating image descriptions

Original

Karpathy, A. and Fei-Fei, L. (2014) · 2014

Later among the works it cites.

Deep fragment embeddings for bidirectional image sentence mapping

Karpathy, A., Joulin, A., and Fei-Fei, L. (2014) · 2014

Later among the works it cites.