⭐ NLE state of the art (October 2021)

Levels

⭐ Mature

= well-established, little further research

  • tokenisation, normalisation, regex

🗿 Solid

= well-established, but further research can be used

  • stemming, lemmatization, spelling correction

β Beta

= in use & development

  • PoS-tagging
  • Text classification
  • Information retrieval (e.g. question answering)

⍺ Alpha

= in development & soon to release

  • information extraction/generation
  • simple speech translation

✈️ Further-away

= more years of development necessary

  • full machine translation, advanced dialogues

🔗 Links

🗣 Natural Language Engineering