🗣 Natural Language Engineering §

Definition §

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

👉 Paradigms §

• 🌙 Symbolic (deep) processing
• 📊 Statistical (shallow) processing
• 🕸 Neural network

😓 Difficulties §

• ambiguity
• language evolves
• ill-formed input

🧩 Applications §

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

State of the art §

→ ⭐ NLE state of the art