๐Ÿ—ฃ Natural Language Engineering


= combination of ๐Ÿšœ Natural Language Fields and engineering (e.g. building applications)

๐Ÿ‘‰ Paradigms

๐Ÿ˜“ Difficulties

  • ambiguity
  • language evolves
  • ill-formed input

๐Ÿงฉ Applications

  • Question-answering
    • IBM-Watson
  • dialogue systems, chatbots
  • text summarization
    • extractive
      • single document
      • query-based multi document
    • abstractive
      • sequence-to-sequence model
  • answer extraction

State of the art

โ†’ โญ NLE state of the art