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Machine-Translation

  • The model you will build here could be used to translate from one language to another, such as translating from English to Hindi.
  • However, language translation requires massive datasets and usually takes days of training on GPUs.
  • To give you a place to experiment with these models without using massive datasets, we will perform a simpler "date translation" task.
  • The network will input a date written in a variety of possible formats (e.g. "the 29th of August 1958", "03/30/1968", "24 JUNE 1987")
  • The network will translate them into standardized, machine readable dates (e.g. "1958-08-29", "1968-03-30", "1987-06-24").
  • We will have the network learn to output dates in the common machine-readable format YYYY-MM-DD.

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