What is CoNLL data format?

There are many different CoNLL formats since CoNLL is a different shared task each year. The format for CoNLL 2009 is described here. Each line represents a single word with a series of tab-separated fields. _s indicate empty values. Mate-Parser’s manual says that it uses the first 12 columns of CoNLL 2009:

ID FORM LEMMA PLEMMA POS PPOS FEAT PFEAT HEAD PHEAD DEPREL PDEPREL

The definition of some of these columns come from earlier shared tasks (the CoNLL-X format used in 2006 and 2007):

  • ID (index in sentence, starting at 1)
  • FORM (word form itself)
  • LEMMA (word’s lemma or stem)
  • POS (part of speech)
  • FEAT (list of morphological features separated by |)
  • HEAD (index of syntactic parent, 0 for ROOT)
  • DEPREL (syntactic relationship between HEAD and this word)

There are variants of those columns (e.g., PPOS but not POS) that start with P indicate that the value was automatically predicted rather a gold standard value.

Update: There is now a CoNLL-U data format as well which extends the CoNLL-X format.

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