Python wrapper for Factorie NLP package.
Use PyPI:
pip install pyfactorie
First, have the Factorie package installed. Run the nlp server (example run command below):
bin/fac nlp --wsj-forward-pos --transition-based-parser --conll-chain-ner
Then use the parse_sentence("YOUR_SENTENCE")
to throw sentences at the parser and receive nested node structures. Each node will look like this:
#Node
{
"name": str,
"children": [Node],
"data": {
"id": int,
"sent_id": int,
"pos": str,
"parent_id": int,
"phrase": str
}
}
Each node can add_child(Node)
which works in exactly the way you would expect. There is also a NodeHandler
class that helps with some basic search and traversing algorithms.