def get_inquirer_vec(relation, Arg, parse_dict):
inquirer = Non_Explicit_dict().inquirer
inquirer_stem = Non_Explicit_dict().inquirer_stem
list = [0] * 42
verb_tag = ["MD", "VB", "VBD", "VBG", "VBN", "VBP", "VBZ"]
# ["NN/dog" ,"NNS/joks]
word_list = _get_Arg_word_pos_list(relation, Arg, parse_dict)
for item in word_list:
if item == "":
continue
tag, word = item.split("/")[:2]
if tag not in verb_tag:
continue
word = word.lower()
if word in inquirer.keys():
list = _merge(list, inquirer[word])
else:
stem = util.stem_string(word)
if stem in inquirer.keys():
list = _merge(list, inquirer[stem])
elif stem in inquirer_stem.keys():
list = _merge(list, inquirer_stem[stem])
return list
def get_inquirer_vec(relation, Arg, parse_dict):
inquirer = Non_Explicit_dict().inquirer
inquirer_stem = Non_Explicit_dict().inquirer_stem
list = [0] * 42
verb_tag= ["MD", "VB", "VBD", "VBG", "VBN", "VBP", "VBZ"]
# ["NN/dog" ,"NNS/joks]
word_list = _get_Arg_word_pos_list(relation, Arg, parse_dict)
for item in word_list:
if item == "":
continue
tag, word = item.split("/")[:2]
if tag not in verb_tag:
continue
word = word.lower()
if word in inquirer.keys():
list = _merge(list, inquirer[word])
else:
stem = util.stem_string(word)
if stem in inquirer.keys():
list = _merge(list, inquirer[stem])
elif stem in inquirer_stem.keys():
list = _merge(list, inquirer_stem[stem])
return list
def get_polarity(self):
polarity = {}
polarity_stem = {}
for line in open(config.POLARITY_WORD_PATH):
word, pol = line.strip().split("\t")
polarity[word] = pol
polarity_stem[util.stem_string(word)] = pol
return polarity, polarity_stem
def get_negate_word(self):
fin = open(config.NEGATE_WORDS_PATH)
negate = []
negate_stem = []
for line in fin:
word = line.strip()
negate.append(word)
negate_stem.append(util.stem_string(word))
return negate, negate_stem
def get_polarity(self):
polarity = {}
polarity_stem= {}
for line in open(config.POLARITY_WORD_PATH):
word, pol = line.strip().split("\t")
polarity[word] = pol
polarity_stem[util.stem_string(word)] = pol
return polarity, polarity_stem
def get_negate_word(self):
fin = open(config.NEGATE_WORDS_PATH)
negate = []
negate_stem = []
for line in fin:
word = line.strip()
negate.append(word)
negate_stem.append(util.stem_string(word))
return negate, negate_stem
def get_inquirer(self):
inquirer = {}
inquirer_stem = {}
fin = open(config.INQUIRER_WORD_PATH)
for line in fin:
key, value = line.strip().split("\t")
inquirer[key] = value.split("|")
inquirer_stem[util.stem_string(key)] = value.split("|")
fin.close()
return inquirer, inquirer_stem
def get_inquirer(self):
inquirer = {}
inquirer_stem = {}
fin = open(config.INQUIRER_WORD_PATH)
for line in fin:
key, value = line.strip().split("\t")
inquirer[key] = value.split("|")
inquirer_stem[util.stem_string(key)] = value.split("|")
fin.close()
return inquirer, inquirer_stem
def is_negate(wordlist):
negate = Non_Explicit_dict().negate
negate_stem = Non_Explicit_dict().negate_stem
for word in wordlist:
if word in negate:
return True
else:
stem = util.stem_string(word)
if stem in negate or stem in negate_stem:
return True
return False
def is_negate(wordlist):
negate = Non_Explicit_dict().negate
negate_stem = Non_Explicit_dict().negate_stem
for word in wordlist:
if word in negate:
return True
else:
stem = util.stem_string(word)
if stem in negate or stem in negate_stem:
return True
return False
def get_polarity(word):
polarity = Non_Explicit_dict().polarity
polarity_stem = Non_Explicit_dict().polarity_stem
pol = ""
if word in polarity:
pol = polarity[word]
else:
stem = util.stem_string(word)
if stem in polarity:
pol = polarity[stem]
if stem in polarity_stem:
pol = polarity_stem[stem]
if pol == "":
return []
else:
return pol.split("|")
def get_polarity(word):
polarity = Non_Explicit_dict().polarity
polarity_stem = Non_Explicit_dict().polarity_stem
pol = ""
if word in polarity:
pol = polarity[word]
else:
stem = util.stem_string(word)
if stem in polarity:
pol = polarity[stem]
if stem in polarity_stem:
pol = polarity_stem[stem]
if pol == "":
return []
else:
return pol.split("|")
def get_word_MPQA_polarity(word_pos_tuple):
n_stemmed_word_pos_dict = Non_Explicit_dict().n_stemmed_word_pos_dict
y_stemmed_word_pos_dict = Non_Explicit_dict().y_stemmed_word_pos_dict
word, pos = word_pos_tuple
if word_pos_tuple in n_stemmed_word_pos_dict:
return n_stemmed_word_pos_dict[word_pos_tuple]
elif (word, "anypos") in n_stemmed_word_pos_dict:
return n_stemmed_word_pos_dict[(word, "anypos")]
# stem
word = util.stem_string(word)
if (word, pos) in y_stemmed_word_pos_dict:
return y_stemmed_word_pos_dict[(word, pos)]
elif (word, "anypos") in y_stemmed_word_pos_dict:
return y_stemmed_word_pos_dict[(word, "anypos")]
# no match
return ("NULL", "NULL")
def get_word_MPQA_polarity(word_pos_tuple):
n_stemmed_word_pos_dict = Non_Explicit_dict().n_stemmed_word_pos_dict
y_stemmed_word_pos_dict = Non_Explicit_dict().y_stemmed_word_pos_dict
word, pos = word_pos_tuple
if word_pos_tuple in n_stemmed_word_pos_dict:
return n_stemmed_word_pos_dict[word_pos_tuple]
elif (word, "anypos") in n_stemmed_word_pos_dict:
return n_stemmed_word_pos_dict[(word, "anypos")]
# stem
word = util.stem_string(word)
if (word, pos) in y_stemmed_word_pos_dict:
return y_stemmed_word_pos_dict[(word, pos)]
elif (word, "anypos") in y_stemmed_word_pos_dict:
return y_stemmed_word_pos_dict[(word, "anypos")]
# no match
return ("NULL", "NULL")