Dangerous Proposition!

• Good training data always helps…

• In the limit, data is all that matters!

  • Hand-coded knowledge is irrelevant
  • Machine learning techniques don’t make a difference

• Examples:

  • Parse by lookup
  • Grammar checking by search
  • Machine translation by alignment

Notes: