karthikavijayanexpts
karthikavijayanexpts
/ compound_to_simple.py
Created
May 31, 2022 09:56
Splitting compound sentences to a set of simple sentences using spaCy package
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import spacy | |
| nlp = spacy.load('en_core_web_md') | |
| def compound_to_simple(sentence): | |
| doc = nlp(sentence) | |
| root_token = None | |
| for token in doc: | |
| if (token.dep_ == "ROOT"): | |
| root_token = token |
karthikavijayanexpts
/ corefResolve.py
Created
May 31, 2022 09:52
Coreference resolution using coreferee and spaCy packages
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import spacy | |
| import coreferee | |
| def coref_resolve(text): | |
| nlp1 = spacy.load('en_core_web_trf') | |
| nlp1.add_pipe('coreferee') | |
| doc1 = nlp1(text) | |
| tok_list = list(token.text for token in doc1) | |
| c = 0 | |
| for chain in doc1._.coref_chains: |