Service class documentation

class nlp_architect.server.service.Service(service_name)[source]

Handles loading and inference using specific models

class nlp_architect.common.core_nlp_doc.CoreNLPDoc(doc_text: str = '', sentences: list = None)[source]

Object for core-components (POS, Dependency Relations, etc).

_doc_text

the doc text

_sentences

list of sentences, each word in a sentence is represented by a dictionary, structured as follows: {‘start’: (int), ‘len’: (int), ‘pos’: (str), ‘ner’: (str), ‘lemma’: (str), ‘gov’: (int), ‘rel’: (str)}

class nlp_architect.common.high_level_doc.HighLevelDoc[source]

object for annotation documents

Parameters:
  • self.doc_text (str) – document text
  • self.annotation_set (list(str)) – list of all annotations in doc
  • self.spans (list(dict)) – list of span dict, each span_dict is structured as follows: { ‘end’: (int), ‘start’: (int), ‘type’: (str) string of annotation }