def process_answer(self):
_logger.info("Retrieving {} Wikipedia pages...".format(
self.search_depth))
search_wikipedia(self.question_keywords, self.search_depth)
# Anaphora Resolution
wiki_pages = search_rank(self.query)
_logger.info("Pages retrieved: {}".format(len(wiki_pages)))
self.candidate_answers, keywords = get_candidate_answers(
self.query, wiki_pages, self.nlp)
_logger.info("Candidate answers ({}):\n{}".format(
len(self.candidate_answers), '\n'.join(self.candidate_answers)))
return " ".join(self.candidate_answers)
def process_answer(self):
_logger.info("Retrieving {} Wikipedia pages...".format(
self.search_depth))
search_wikipedia(self.question_keywords, self.search_depth)
# wiki_pages = fetch_wiki(self.question_keywords, number_of_search=self.search_depth)
# Anaphora Resolution
# ranked_wiki_docs = rank_docs(self.question_keywords, wiki_pages)
wiki_pages = search_rank(self.query)
_logger.info("Pages retrieved: {}".format(len(wiki_pages)))
# _logger.debug("Ranked pages: {}".format(ranked_wiki_docs))
self.candidate_answers, keywords = get_candidate_answers(
self.query, wiki_pages, self.nlp)
_logger.info("Candidate answers ({}):\n{}".format(
len(self.candidate_answers), '\n'.join(self.candidate_answers)))
return " ".join(self.candidate_answers)
for sent in simi_sorted:
sent_id = sent[0]
candidate_ans.append(str(sentences[sent_id]))
return candidate_ans, keywords_query
if __name__ == "__main__":
import spacy
from qas.constants import EN_MODEL_MD
from qas.model.query_container import QueryContainer
from qas.wiki.wiki_search import search_wikipedia
from qas.doc_search_rank import search_rank
logging.basicConfig(level=logging.DEBUG)
lquestion_keywords = ['Albert Einstein', 'birth']
lquery_raw = list([[['Albert Einstein', 'birth'], [], [], []]])
lquery = []
for qr in lquery_raw:
lquery.append(QueryContainer(qr))
search_wikipedia(lquestion_keywords, 3)
lwiki_pages = search_rank(lquery_raw)
len_nlp = spacy.load(EN_MODEL_MD)
candidate_answers, keywords = get_candidate_answers(
lquery, lwiki_pages, len_nlp)
print(' '.join(candidate_answers))