Data Acquisition

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There seems to be a universal rule for (not only) statistical methods in NLP: More data is better data.

Translation systems have at their disposal (orders of magnitude) more training data than a person reads in a lifetime[1].

[2]

[3]


token vs. type

References

  1. ↑ Philipp Koehn. Inaugural lecture.
  2. ↑ A. Halevy, P. Norvig, F. Pereira. The Unreasonable Effectiveness of Data
  3. ↑ Jan Hajič, Eva Hajičová. Some of Our Best Friends Are Statisticians