Combine RDRPOSTagger with an external initial taggerįrom an external initial tagger, to train RDRPOSTagger we perform:
THE TAGGER CODE
RDRPOSTagger, please follow code lines 92-98 inmodule RDRPOSTagger.py in package pSCRDRTagger. NOTE that each line in the input raw textĬorpus represents a word-segmented sentence. data/GermanRawTestĮxample 5 : pSCRDRtagger$ python RDRPOSTagger.py tag PSCRDRtagger$ python RDRPOSTagger.py tag PATH-TO-PRETRAINED-RDR-MODELĮxample 4 : pSCRDRtagger$ python RDRPOSTagger.py tag morphological) tagging models for about 80 languages available in folder ud-treebanks-v2.4.
Value for variable NUMBER_OF_PROCESSES in To obtain faster tagging process in Python : set a higher TAGGED file, in this case rawTest.TAGGED, will be generated in the same directory Tag PATH-TO-TRAINED-RDR-MODEL PATH-TO-LEXICON PATH-TO-RAW-TEXT-CORPUSĮxample 2 : pSCRDRtagger$ python RDRPOSTagger.py To employ the trained model for POS tagging on a raw.RDR file, for example goldTrain.DICT and goldTrain.RDR, will be generated in the same directoryĬontaining the gold standard training corpus. Here pSCRDRtagger$ is simply usedĪ lexicon. Note that the actual command starts from python. PSCRDRtagger$ python RDRPOSTagger.py trainĮxample 1 : pSCRDRtagger$ python RDRPOSTagger.py We train RDRPOSTagger on the gold standard.
THE TAGGER WINDOWS
Python to the environment variable ‘path’ in Windows OS). Python 3.4+ is already set to run in command line or terminal (e.g. Pairs separated by whitespace characters. Standard training corpus is a sequence of WORD /TAG RDRPOSTagger assumes that each line in the gold.
See Section 4 for combining RDRPOSTagger with an external Internal initial tagger developed within RDRPOSTagger uses a lexicon to assignĪ tag for each word.
It employs an error-driven methodology to automatically construct tagging rules in the form of a binary tree. RDRPOSTagger is a robust and easy-to-use toolkit for POS and morphological tagging. This is the last version with Python 2.7 support. Pre-trained Universal POS tagging models for 40+ languages from UD v2.0.
Speed up tagging process with an implementation in Combine RDRPOSTagger with an external initial tagger 8ĥ. Use pre-trained POS and morphological tagging models. Train RDRPOSTagger on a gold standard training corpus.