Python PassageTagger Examples

Example #1

File: tag_passages.py Project: BMKEG/exp-parser

import sys
from passage_tagger import PassageTagger 

ptagger = PassageTagger(do_train=False, algorithm="crf", trained_model_name="crf_trained_model")
str_seqs, feat_seqs, _ = ptagger.read_input(sys.argv[1])
preds = ptagger.predict(feat_seqs)
for pred in preds:
  print "\n".join(pred)
  print

Example #2

import sys
from passage_tagger import PassageTagger

ptagger = PassageTagger(do_train=True,
                        algorithm="crf",
                        trained_model_name="crf_trained_model")
str_seqs, feat_seqs, label_seqs = ptagger.read_input(sys.argv[1])
ptagger.train(feat_seqs, label_seqs)

Example #3

import sys
from passage_tagger import PassageTagger

ptagger = PassageTagger(do_train=False,
                        algorithm="crf",
                        trained_model_name="crf_trained_model")
str_seqs, feat_seqs, _ = ptagger.read_input(sys.argv[1])
preds = ptagger.predict(feat_seqs)
for pred in preds:
    print "\n".join(pred)
    print

Example #4

File: train_passage_tagger.py Project: BMKEG/exp-parser

import sys
from passage_tagger import PassageTagger 

ptagger = PassageTagger(do_train=True, algorithm="crf", trained_model_name="crf_trained_model")
str_seqs, feat_seqs, label_seqs = ptagger.read_input(sys.argv[1])
ptagger.train(feat_seqs, label_seqs)