def next_first(arg_clauses, clause_index, parse_dict):
# load dict
dict_next_first = Ps_arg1_dict().dict_next_first
next_first = dict_util.get_next_first(arg_clauses, clause_index, parse_dict)
return get_feature_by_feat(dict_next_first, next_first)
def _all_features(arg_clauses, clause_index, parse_dict):
# load dict
dict_lowercase_verbs = Ps_arg1_dict().dict_lowercase_verbs
dict_lemma_verbs = Ps_arg1_dict().dict_lemma_verbs
dict_curr_first = Ps_arg1_dict().dict_curr_first
dict_curr_last = Ps_arg1_dict().dict_curr_last
dict_prev_last = Ps_arg1_dict().dict_prev_last
dict_next_first = Ps_arg1_dict().dict_next_first
dict_prev_last_curr_first = Ps_arg1_dict().dict_prev_last_curr_first
dict_curr_last_next_first = Ps_arg1_dict().dict_curr_last_next_first
dict_curr_production_rule = Ps_arg1_dict().dict_curr_production_rule
dict_position = {"left": 1, "middle": 2, "right": 3}
''' mine '''
dict_con_str = Ps_arg1_dict().dict_con_str
dict_con_lstr = Ps_arg1_dict().dict_con_lstr
dict_con_cat = {"subordinator": 1, "coordinator": 2, "adverbial": 3 }
dict_conn_to_root_path = Ps_arg1_dict().dict_conn_to_root_path
dict_conn_to_root_compressed_path = Ps_arg1_dict().dict_conn_to_root_compressed_path
dict_conn_curr_position = Ps_arg1_dict().dict_conn_curr_position
dict_is_clause_contain_comma_which = {"YES": 1, "NO": 2}
# feature
lowercase_verbs_list = dict_util.get_curr_lowercased_verbs(arg_clauses, clause_index, parse_dict)
lemma_verbs_list = dict_util.get_curr_lemma_verbs(arg_clauses, clause_index, parse_dict)
curr_first = dict_util.get_curr_first(arg_clauses, clause_index, parse_dict)
curr_last = dict_util.get_curr_last(arg_clauses, clause_index, parse_dict)
prev_last = dict_util.get_prev_last(arg_clauses, clause_index, parse_dict)
next_first = dict_util.get_next_first(arg_clauses, clause_index, parse_dict)
prev_last_curr_first = dict_util.get_prev_last_curr_first(arg_clauses, clause_index, parse_dict)
curr_last_next_first = dict_util.get_curr_last_next_first(arg_clauses, clause_index, parse_dict)
# the position of the current clause
position = dict_util.get_curr_position(arg_clauses, clause_index, parse_dict)
production_rule_list = dict_util.get_curr_production_rule(arg_clauses, clause_index, parse_dict)
''' mine '''
con_str = dict_util.get_con_str(arg_clauses, clause_index, parse_dict)
con_lstr = dict_util.get_con_lstr(arg_clauses, clause_index, parse_dict)
con_cat = dict_util.get_con_cat(arg_clauses, clause_index, parse_dict)
conn_to_root_path = dict_util.get_conn_to_root_path(arg_clauses, clause_index, parse_dict)
conn_to_root_compressed_path = dict_util.get_conn_to_root_compressed_path(arg_clauses, clause_index, parse_dict)
conn_curr_position = dict_util.get_conn_curr_position(arg_clauses, clause_index, parse_dict)
features = []
features.append(get_feature_by_feat_list(dict_lowercase_verbs, lowercase_verbs_list))
features.append(get_feature_by_feat_list(dict_lemma_verbs, lemma_verbs_list))
features.append(get_feature_by_feat(dict_curr_first, curr_first))
features.append(get_feature_by_feat(dict_curr_last, curr_last))
features.append(get_feature_by_feat(dict_prev_last, prev_last))
features.append(get_feature_by_feat(dict_next_first, next_first))
features.append(get_feature_by_feat(dict_prev_last_curr_first, prev_last_curr_first))
features.append(get_feature_by_feat(dict_curr_last_next_first, curr_last_next_first))
features.append(get_feature_by_feat(dict_position, position))
''' production rules '''
features.append(get_feature_by_feat_list(dict_curr_production_rule, production_rule_list))
''' mine '''
features.append(get_feature_by_feat(dict_con_str, con_str))
features.append(get_feature_by_feat(dict_con_lstr, con_lstr))
features.append(get_feature_by_feat(dict_con_cat, con_cat))
features.append(get_feature_by_feat(dict_conn_to_root_path, conn_to_root_path))
features.append(get_feature_by_feat(dict_conn_to_root_compressed_path, conn_to_root_compressed_path))
features.append(get_feature_by_feat(dict_conn_curr_position, conn_curr_position))
return util.mergeFeatures(features)