ckipnlp.pipeline.coref module

This module provides coreference resolution pipeline.

class ckipnlp.pipeline.coref.CkipCorefDocument(*, ws=None, pos=None, conparse=None, coref=None)[source]

Bases: collections.abc.Mapping

The coreference document.

Variables
class ckipnlp.pipeline.coref.CkipCorefPipeline(*, coref_chunker='default', lazy=True, opts={}, **kwargs)[source]

Bases: ckipnlp.pipeline.kernel.CkipPipeline

The coreference resolution pipeline.

Parameters
  • sentence_segmenter (str) – The type of sentence segmenter.

  • word_segmenter (str) – The type of word segmenter.

  • pos_tagger (str) – The type of part-of-speech tagger.

  • ner_chunker (str) – The type of named-entity recognition chunker.

  • con_parser (str) – The type of constituency parser.

  • coref_chunker (str) – The type of coreference resolution chunker.

Other Parameters
  • lazy (bool) – Lazy initialize the drivers.

  • opts (Dict[str, Dict]) – The driver options. Key: driver name (e.g. ‘sentence_segmenter’); Value: a dictionary of options.

__call__(doc)[source]

Apply coreference delectation.

Parameters

doc (CkipDocument) – The input document.

Returns

corefdoc (CkipCorefDocument) – The coreference document.

Note

doc is also modified if necessary dependencies (ws, pos, ner) is not computed yet.

get_coref(doc, corefdoc)[source]

Apply coreference delectation.

Parameters
Returns

corefdoc.coref (CorefParagraph) – The coreference results.

Note

This routine modify corefdoc inplace.

doc is also modified if necessary dependencies (ws, pos, ner) is not computed yet.