Language

esotheric neural net (programming language)

• Forscher suchen eigene Programmiersprache: https://t3n.de/news/machine-learning-facebooks-ki-chef-sucht-sprache-1144900/
• esoterische programmiersprachen http://kryptografie.de/kryptografie/chiffre/index-sprachen.htm

NLU / NLI

• https://www.informatik-aktuell.de/betrieb/kuenstliche-intelligenz/natural-language-understanding-nlu.html
• https://en.wikipedia.org/wiki/Natural-language_understanding

NLP

• https://de.wikipedia.org/wiki/Computerlinguistik

Speech recognition

https://de.wikipedia.org/wiki/Spracherkennung

NLG

• https://de.wikipedia.org/wiki/Textgenerierung
• http://www.thealit.de/lab/serialitaet/teil/nieberle/nieberle.html

• https://bdtechtalks.com/2018/02/20/ai-machine-learning-nlg-nlp/
  • https://www.wired.com/2016/03/google-inbox-auto-answers-emails/
  • http://www.wireless-earth.de/oldstuff/oldstuff.html

• Google: https://motherboard.vice.com/de/article/mg7md8/eine-kuenstliche-intelligenz-von-google-hat-gerade-seine-eigene-sprache-erfunden
  • veröffentlichtes Paper: https://arxiv.org/pdf/1611.04558v1.pdf
• FB Bots: https://code.fb.com/ml-applications/deal-or-no-deal-training-ai-bots-to-negotiate/
  • https://www.fastcompany.com/90132632/ai-is-inventing-its-own-perfect-languages-should-we-let-it

=LSTM+RNN

• »on the road« by AI: https://medium.com/artists-and-machine-intelligence/ai-poetry-hits-the-road-eb685dfc1544

Autoencoders

https://www.wired.co.uk/article/google-artificial-intelligence-poetry

Poetry

examples...

• https://hackernoon.com/i-tried-my-hand-at-deep-learning-and-made-some-poetry-along-the-way-2e350c33376f
• https://www.japandigest.de/aktuelles/technologie-roboter/kunstliche-intelligenz-schreibt-haiku/
• https://bgr.com/2018/08/08/poetry-ai-bot-shakespeare-human-research/

datenbanken

deutsch:

• https://de.wikipedia.org/wiki/GermaNet
  • http://www.sfs.uni-tuebingen.de/GermaNet/

englisch:

• https://wordnet.princeton.edu/

E2E NLG Challenge:

• http://www.macs.hw.ac.uk/InteractionLab/E2E/

chatbots

• https://bdtechtalks.com/2017/08/21/rob-high-ibm-watson-cto-artificial-intelligence-chatbots/
• https://chatbotsmagazine.com/contextual-chat-bots-with-tensorflow-4391749d0077
  • Jupyter Notebook: https://github.com/ugik/notebooks/blob/master/Tensorflow%20chat-bot%20model.ipynb
• Facebook-Messenger-Bot: https://dzone.com/articles/how-i-used-deep-learning-to-train-a-chatbot-to-tal
  • Git-Repo: https://github.com/adeshpande3/Facebook-Messenger-Bot
• https://tutorials.botsfloor.com/how-to-build-your-first-chatbot-c84495d4622d
  • Jupyter Notebooks: https://github.com/suriyadeepan/practical_seq2seq

Toolkits/Librarys

• Natural Language Toolkit: http://www.nltk.org/
• Poetry Generator: https://github.com/schollz/poetry-generator

tryouts:

• https://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/
• https://remicnrd.github.io/Natural-language-generation/
• https://github.com/shashank-bhatt-07/Natural-Language-Generation-using-LSTM-Keras