TY - GEN
T1 - DeepTingle
AU - Khalifa, Ahmed
AU - Barros, Gabriella A.B.
AU - Togelius, Julian
N1 - Publisher Copyright:
© ICCC 2017.
PY - 2017
Y1 - 2017
N2 - DeepTingle is a text prediction and classification system trained on the collected works of the renowned fantastic gay erotica author Chuck Tingle. Whereas the writing assistance tools you use everyday (in the form of predictive text, translation, grammar checking and so on) are trained on generic, purportedly “neutral” datasets, DeepTingle is trained on a very specific, internally consistent but externally arguably eccentric dataset. This allows us to foreground and confront the norms embedded in data-driven creativity and productivity assistance tools. As such tools effectively function as extensions of our cognition into technology, it is important to identify the norms they embed within themselves and, by extension, us. DeepTingle is realized as a web application based on LSTM networks and the GloVe word embedding, implemented in JavaScript with Keras-JS.
AB - DeepTingle is a text prediction and classification system trained on the collected works of the renowned fantastic gay erotica author Chuck Tingle. Whereas the writing assistance tools you use everyday (in the form of predictive text, translation, grammar checking and so on) are trained on generic, purportedly “neutral” datasets, DeepTingle is trained on a very specific, internally consistent but externally arguably eccentric dataset. This allows us to foreground and confront the norms embedded in data-driven creativity and productivity assistance tools. As such tools effectively function as extensions of our cognition into technology, it is important to identify the norms they embed within themselves and, by extension, us. DeepTingle is realized as a web application based on LSTM networks and the GloVe word embedding, implemented in JavaScript with Keras-JS.
UR - http://www.scopus.com/inward/record.url?scp=85126507815&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85126507815&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85126507815
T3 - Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017
BT - Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017
A2 - Goel, Ashok
A2 - Jordanous, Anna
A2 - Pease, Alison
PB - Georgia Institute of Technology
T2 - 8th International Conference on Computational Creativity, ICCC 2017
Y2 - 19 June 2017 through 23 June 2017
ER -