@@ -708,7 +708,7 @@ def get_nearest_words(self, word, language=None, score=False, pos=None, merge=Fa
708708 def initialize_babelnet_dict (self ):
709709 """Initialize the BabelNet Synset dict.
710710 """
711- babel_data_path = os .path .join ('resources' ,'babel_data' )
711+ babel_data_path = os .path .join ('resources' , 'babel_data' )
712712 try :
713713 babel_synset_list = pickle .load (
714714 get_resource (babel_data_path , "rb" ))
@@ -824,68 +824,68 @@ def get_all_synset_pos(self):
824824 def get_all_synset_relations (self ):
825825 """Return all the relations between synsets in BabelNet.
826826 """
827- return ['similar' , 'derivation' , 'similar_to' , 'derivationally_related_form' , 'gloss_related_form_(monosemous)' ,
828- 'gloss_related_form_(disambiguated)' , 'also_see' , 'pertainym' , 'pertainym_(pertains_to_nouns)' , 'category_domain' ,
829- 'domain_of_synset_-_topic' , 'antonym' , 'attribute' , 'region_domain' , 'usage_domain' , 'domain_of_synset_-_usage' ,
830- 'domain_of_synset_-_region' , 'verb_group' , 'hypernym' , 'hyponym' , 'entailment' , 'cause' , 'this_taxon_is_source_of' ,
831- 'natural_product_of_taxon' , 'color' , 'subclass_of' , 'instance_of' , 'semantically_related_form' , 'part_meronym' ,
832- 'uses' , 'practiced_by' , 'member_meronym' , 'member_holonym' , 'taxon_rank' , 'recommended_unit_of_measurement' ,
833- 'health_specialty' , 'different_from' , 'country_of_origin' , 'iucn_conservation_status' , 'instances_hyponym' ,
834- 'instance_hyponym' , 'political_ideology' , 'located_in_the_administrative_territorial_entity' , 'part_holonym' ,
835- 'antiparticle' , 'interaction' , 'part_of' , 'opposite_of' , 'facet_of' , 'use' , 'has_part' , 'programming_language' ,
836- 'said_to_be_the_same_as' , 'named_after' , 'followed_by' , 'substance_meronym' , 'streak_color' , 'instance_hypernym' ,
837- 'twinned_administrative_body' , 'continent' , 'country' , 'location_of_creation' , 'material_used' , 'month_of_the_year' ,
838- 'applies_to_jurisdiction' , 'work_location' , 'member_of_political_party' , 'country_of_citizenship' , 'occupation' ,
839- 'parent_taxon' , 'taxonomic_type' , 'member_of_category_domain' , 'member_of_this_domain_-_topic' , 'cause_of_death' ,
840- 'field_of_work' , 'place_of_death' , 'place_of_birth' , 'prime_factor' , 'model_item' , 'studied_by' , 'has_parts_of_the_class' ,
841- 'has_quality' , 'used_by' , 'has_cause' , 'religion' , 'killed_by' , 'child' , 'substance_holonym' , 'basin_country' ,
842- 'connects_with' , 'from_narrative_universe' , 'located_on_terrain_feature' , 'location_of_discovery' ,
843- 'diplomatic_relation' , 'official_language' , 'language_used' , 'capital' , 'member_of' ,
844- 'contains_administrative_territorial_entity' , 'shares_border_with' , 'has_effect' , 'medical_condition' , 'ethnic_group' ,
845- 'sport' , 'indigenous_to' , 'writing_system' , 'noble_title' , 'partially_coincident_with' , 'immediate_cause_of' ,
846- 'has_immediate_cause' , 'lowest_point' , 'follows' , 'subject_has_role' , 'grammatical_option_indicates' , 'parent_astronomical_body' ,
847- 'separated_from' , 'place_of_burial' , 'genre' , 'participant' , 'highest_point' , 'located_in_or_next_to_body_of_water' , 'location' ,
848- 'found_in_taxon' , 'conflict' , 'child_astronomical_body' , 'interested_in' , 'writing_language' , 'instrument' , 'languages_spoken_written_or_signed' ,
849- 'employer' , 'educated_at' , 'capital_of' , 'possible_treatment' , 'afflicts' , 'symptoms' , 'father' , 'this_zoological_name_is_coordinate_with' , 'taxon_synonym' ,
850- 'measured_physical_quantity' , 'has_grammatical_case' , 'official_symbol' , 'head_of_state' , 'replaces' , 'has_fruit_type' , 'has_facet_polytope' ,
851- 'studies' , 'worshipped_by' , 'based_on' , 'depicts' , 'residence' , 'mouth_of_the_watercourse' , 'author' , 'main_subject' ,
852- 'owner_of' , 'discoverer_or_inventor' , 'basic_form_of_government' , 'anatomical_location' , 'drug_used_for_treatment' , 'hair_color' ,
853- 'spouse' , 'sibling' , 'medical_condition_treated' , 'manifestation_of' , 'position_held' , 'product_or_material_produced' ,
854- 'territory_claimed_by' , 'field_of_this_occupation' , 'language_of_work_or_name' , 'currency' , 'office_held_by_head_of_government' ,
855- 'permanent_duplicated_item' , 'fabrication_method' , 'risk_factor' , 'headquarters_location' , 'public_holiday' , 'unmarried_partner' ,
856- 'significant_event' , 'manner_of_death' , 'native_language' , 'military_rank' , 'award_received' , 'source_of_energy' , 'physically_interacts_with' ,
857- 'inflows' , 'lake_outflow' , 'iconographic_symbol' , 'military_branch' , 'official_color' , 'founded_by' , 'calculated_from' , 'has_natural_reservoir' ,
858- 'replaced_by' , 'movement' , 'has_contributing_factor' , 'spore_print_color' , 'sex_or_gender' , 'member_of_region_domain' , 'member_of_this_domain_-_region' ,
859- 'endemic_to' , 'arterial_supply' , 'day_in_year_for_periodic_occurrence' , 'produced_by' , 'owned_by' , 'godparent' , 'allegiance' , 'main_food_source' ,
860- 'develops_from' , 'family' , 'patron_saint' , 'does_not_have_part' , 'copyright_representative' , 'location_of_formation' , 'typically_sells' ,
861- 'notable_work' , 'tributary' , 'characters' , 'canonization_status' , 'student_of' , 'academic_degree' , 'time_period' , 'mountain_range' ,
862- 'influenced_by' , 'sexual_orientation' , 'sexually_homologous_with' , 'habitat' , 'item_operated' , 'medical_examinations' ,
863- 'office_held_by_head_of_the_organization' , 'original_combination' , 'office_held_by_head_of_state' , 'culture' , 'feast_day' , 'route_of_administration' , 'type_locality_(geology)' ,
864- 'located_in_time_zone' , 'given_name' , 'operator' , 'produced_sound' , 'designed_to_carry' , 'side_effect' , 'next_lower_rank' , 'currency_symbol_description' ,
865- 'central_bank/issuer' , 'enclave_within' , 'less_than' , 'industry' , 'exclave_of' , 'significant_drug_interaction' , 'foods_traditionally_associated' ,
866- 'day_of_week' , 'is_a_list_of' , 'appointed_by' , 'objective_of_project_or_action' , 'conjugate_acid' , 'conferred_by' , 'cell_component' , 'domain_of_saint_or_deity' ,
867- 'place_of_detention' , 'direction_relative_to_location' , 'official_religion' , 'legislative_body' , 'shape' , 'performer' , 'target' , 'organizer' ,
868- 'occupant' , 'has_grammatical_mood' , 'has_tense' , 'described_by_source' , 'penalty' , 'invasive_to' , 'subsidiary' , 'creator' , 'discography' , 'voice_type' ,
869- 'uses_capitalization_for' , 'linguistic_typology' , 'official_residence' , 'territory_overlaps' , 'contributing_factor_of' , 'encodes' , 'professorship' ,
870- 'encoded_by' , 'biological_process' , 'narrative_location' , 'archives_at' , 'measures' , 'doctoral_student' , 'dual_to' , 'flower_color' , 'convicted_of' ,
871- 'first_aid_measures' , 'place_of_origin_(switzerland)' , 'destination_point' , 'constellation' , 'history_of_topic' , 'parent_organization' , 'lifestyle' ,
872- 'legal_form' , 'ancestral_home' , 'terminus' , 'original_language_of_film_or_tv_show' , 'historic_county' , 'member_of_usage_domain' , 'member_of_this_domain_-_usage' ,
873- 'honorific_prefix' , 'next_higher_rank' , 'lakes_on_river' , 'origin_of_the_watercourse' , 'participant_in' , 'located_in_present-day_administrative_territorial_entity' ,
874- 'pathogen_transmission_process' , 'geography_of_topic' , 'depicted_by' , 'student' , 'conjugate_base' , 'host' , 'solid_solution_series_with' , 'contains' ,
875- 'organization_directed_by_the_office_or_person' , 'distribution_format' , 'relative' , 'mother' , 'represents' , 'sports_discipline_competed_in' , 'victory' , 'part_of_the_series' ,
876- 'is_pollinated_by' , 'authority' , 'molecular_function' , 'commemorates' , 'basionym' , 'temporal_range_start' , 'powered_by' , 'anthem' , 'prerequisite' , 'central_bank' ,
877- 'of' , 'developer' , 'sponsor' , 'has_works_in_the_collection' , 'social_classification' , 'contributor_to_the_creative_work_or_subject' , 'voice_actor' , 'chairperson' ,
878- 'commissioned_by' , 'manufacturer' , 'anatomical_branch_of' , 'foundational_text' , 'appears_in_the_form_of' ,
879- 'contains_settlement' , 'dialect_of' , 'base' , 'has_vertex_figure' , 'season_starts' , 'members_have_occupation' ,
880- 'has_anatomical_branch' , 'does_not_have_quality' , 'commander_of_(deprecated)' , "topic's_main_category" ,
881- 'measurement_scale' , 'present_in_work' , 'significant_person' , 'gui_toolkit_or_framework' , 'operating_area' ,
882- 'wears' , 'designated_as_terrorist_by' , 'platform' , 'has_boundary' , 'derivative_work' , 'greater_than' ,
883- 'place_of_publication' , 'offers_view_on' , 'architectural_style' , 'parent_of_this_hybrid_breed_or_cultivar' ,
884- 'doctoral_advisor' , 'by-product' , 'signatory' , 'production_statistics' , 'codomain' , 'domain' , 'honorific_suffix' ,
885- 'had_as_last_meal' , 'birthday' , 'historical_region' , 'cause_of_destruction' , 'people_or_cargo_transported' ,
886- 'place_served_by_transport_hub' , 'family_name' , 'programming_paradigm' , 'enemy_of' , 'has_list' , 'language_regulatory_body' ,
887- 'incarnation_of' , 'muscle_insertion' , 'open_days' , 'payment_types_accepted' , 'member_of_military_unit' , 'crosses' ,
888- 'determination_method' , 'publisher' , 'by-product_of' , 'statement_describes' ]
827+ return ['similar' , 'derivation' , 'similar_to' , 'derivationally_related_form' , 'gloss_related_form_(monosemous)' ,
828+ 'gloss_related_form_(disambiguated)' , 'also_see' , 'pertainym' , 'pertainym_(pertains_to_nouns)' , 'category_domain' ,
829+ 'domain_of_synset_-_topic' , 'antonym' , 'attribute' , 'region_domain' , 'usage_domain' , 'domain_of_synset_-_usage' ,
830+ 'domain_of_synset_-_region' , 'verb_group' , 'hypernym' , 'hyponym' , 'entailment' , 'cause' , 'this_taxon_is_source_of' ,
831+ 'natural_product_of_taxon' , 'color' , 'subclass_of' , 'instance_of' , 'semantically_related_form' , 'part_meronym' ,
832+ 'uses' , 'practiced_by' , 'member_meronym' , 'member_holonym' , 'taxon_rank' , 'recommended_unit_of_measurement' ,
833+ 'health_specialty' , 'different_from' , 'country_of_origin' , 'iucn_conservation_status' , 'instances_hyponym' ,
834+ 'instance_hyponym' , 'political_ideology' , 'located_in_the_administrative_territorial_entity' , 'part_holonym' ,
835+ 'antiparticle' , 'interaction' , 'part_of' , 'opposite_of' , 'facet_of' , 'use' , 'has_part' , 'programming_language' ,
836+ 'said_to_be_the_same_as' , 'named_after' , 'followed_by' , 'substance_meronym' , 'streak_color' , 'instance_hypernym' ,
837+ 'twinned_administrative_body' , 'continent' , 'country' , 'location_of_creation' , 'material_used' , 'month_of_the_year' ,
838+ 'applies_to_jurisdiction' , 'work_location' , 'member_of_political_party' , 'country_of_citizenship' , 'occupation' ,
839+ 'parent_taxon' , 'taxonomic_type' , 'member_of_category_domain' , 'member_of_this_domain_-_topic' , 'cause_of_death' ,
840+ 'field_of_work' , 'place_of_death' , 'place_of_birth' , 'prime_factor' , 'model_item' , 'studied_by' , 'has_parts_of_the_class' ,
841+ 'has_quality' , 'used_by' , 'has_cause' , 'religion' , 'killed_by' , 'child' , 'substance_holonym' , 'basin_country' ,
842+ 'connects_with' , 'from_narrative_universe' , 'located_on_terrain_feature' , 'location_of_discovery' ,
843+ 'diplomatic_relation' , 'official_language' , 'language_used' , 'capital' , 'member_of' ,
844+ 'contains_administrative_territorial_entity' , 'shares_border_with' , 'has_effect' , 'medical_condition' , 'ethnic_group' ,
845+ 'sport' , 'indigenous_to' , 'writing_system' , 'noble_title' , 'partially_coincident_with' , 'immediate_cause_of' ,
846+ 'has_immediate_cause' , 'lowest_point' , 'follows' , 'subject_has_role' , 'grammatical_option_indicates' , 'parent_astronomical_body' ,
847+ 'separated_from' , 'place_of_burial' , 'genre' , 'participant' , 'highest_point' , 'located_in_or_next_to_body_of_water' , 'location' ,
848+ 'found_in_taxon' , 'conflict' , 'child_astronomical_body' , 'interested_in' , 'writing_language' , 'instrument' , 'languages_spoken_written_or_signed' ,
849+ 'employer' , 'educated_at' , 'capital_of' , 'possible_treatment' , 'afflicts' , 'symptoms' , 'father' , 'this_zoological_name_is_coordinate_with' , 'taxon_synonym' ,
850+ 'measured_physical_quantity' , 'has_grammatical_case' , 'official_symbol' , 'head_of_state' , 'replaces' , 'has_fruit_type' , 'has_facet_polytope' ,
851+ 'studies' , 'worshipped_by' , 'based_on' , 'depicts' , 'residence' , 'mouth_of_the_watercourse' , 'author' , 'main_subject' ,
852+ 'owner_of' , 'discoverer_or_inventor' , 'basic_form_of_government' , 'anatomical_location' , 'drug_used_for_treatment' , 'hair_color' ,
853+ 'spouse' , 'sibling' , 'medical_condition_treated' , 'manifestation_of' , 'position_held' , 'product_or_material_produced' ,
854+ 'territory_claimed_by' , 'field_of_this_occupation' , 'language_of_work_or_name' , 'currency' , 'office_held_by_head_of_government' ,
855+ 'permanent_duplicated_item' , 'fabrication_method' , 'risk_factor' , 'headquarters_location' , 'public_holiday' , 'unmarried_partner' ,
856+ 'significant_event' , 'manner_of_death' , 'native_language' , 'military_rank' , 'award_received' , 'source_of_energy' , 'physically_interacts_with' ,
857+ 'inflows' , 'lake_outflow' , 'iconographic_symbol' , 'military_branch' , 'official_color' , 'founded_by' , 'calculated_from' , 'has_natural_reservoir' ,
858+ 'replaced_by' , 'movement' , 'has_contributing_factor' , 'spore_print_color' , 'sex_or_gender' , 'member_of_region_domain' , 'member_of_this_domain_-_region' ,
859+ 'endemic_to' , 'arterial_supply' , 'day_in_year_for_periodic_occurrence' , 'produced_by' , 'owned_by' , 'godparent' , 'allegiance' , 'main_food_source' ,
860+ 'develops_from' , 'family' , 'patron_saint' , 'does_not_have_part' , 'copyright_representative' , 'location_of_formation' , 'typically_sells' ,
861+ 'notable_work' , 'tributary' , 'characters' , 'canonization_status' , 'student_of' , 'academic_degree' , 'time_period' , 'mountain_range' ,
862+ 'influenced_by' , 'sexual_orientation' , 'sexually_homologous_with' , 'habitat' , 'item_operated' , 'medical_examinations' ,
863+ 'office_held_by_head_of_the_organization' , 'original_combination' , 'office_held_by_head_of_state' , 'culture' , 'feast_day' , 'route_of_administration' , 'type_locality_(geology)' ,
864+ 'located_in_time_zone' , 'given_name' , 'operator' , 'produced_sound' , 'designed_to_carry' , 'side_effect' , 'next_lower_rank' , 'currency_symbol_description' ,
865+ 'central_bank/issuer' , 'enclave_within' , 'less_than' , 'industry' , 'exclave_of' , 'significant_drug_interaction' , 'foods_traditionally_associated' ,
866+ 'day_of_week' , 'is_a_list_of' , 'appointed_by' , 'objective_of_project_or_action' , 'conjugate_acid' , 'conferred_by' , 'cell_component' , 'domain_of_saint_or_deity' ,
867+ 'place_of_detention' , 'direction_relative_to_location' , 'official_religion' , 'legislative_body' , 'shape' , 'performer' , 'target' , 'organizer' ,
868+ 'occupant' , 'has_grammatical_mood' , 'has_tense' , 'described_by_source' , 'penalty' , 'invasive_to' , 'subsidiary' , 'creator' , 'discography' , 'voice_type' ,
869+ 'uses_capitalization_for' , 'linguistic_typology' , 'official_residence' , 'territory_overlaps' , 'contributing_factor_of' , 'encodes' , 'professorship' ,
870+ 'encoded_by' , 'biological_process' , 'narrative_location' , 'archives_at' , 'measures' , 'doctoral_student' , 'dual_to' , 'flower_color' , 'convicted_of' ,
871+ 'first_aid_measures' , 'place_of_origin_(switzerland)' , 'destination_point' , 'constellation' , 'history_of_topic' , 'parent_organization' , 'lifestyle' ,
872+ 'legal_form' , 'ancestral_home' , 'terminus' , 'original_language_of_film_or_tv_show' , 'historic_county' , 'member_of_usage_domain' , 'member_of_this_domain_-_usage' ,
873+ 'honorific_prefix' , 'next_higher_rank' , 'lakes_on_river' , 'origin_of_the_watercourse' , 'participant_in' , 'located_in_present-day_administrative_territorial_entity' ,
874+ 'pathogen_transmission_process' , 'geography_of_topic' , 'depicted_by' , 'student' , 'conjugate_base' , 'host' , 'solid_solution_series_with' , 'contains' ,
875+ 'organization_directed_by_the_office_or_person' , 'distribution_format' , 'relative' , 'mother' , 'represents' , 'sports_discipline_competed_in' , 'victory' , 'part_of_the_series' ,
876+ 'is_pollinated_by' , 'authority' , 'molecular_function' , 'commemorates' , 'basionym' , 'temporal_range_start' , 'powered_by' , 'anthem' , 'prerequisite' , 'central_bank' ,
877+ 'of' , 'developer' , 'sponsor' , 'has_works_in_the_collection' , 'social_classification' , 'contributor_to_the_creative_work_or_subject' , 'voice_actor' , 'chairperson' ,
878+ 'commissioned_by' , 'manufacturer' , 'anatomical_branch_of' , 'foundational_text' , 'appears_in_the_form_of' ,
879+ 'contains_settlement' , 'dialect_of' , 'base' , 'has_vertex_figure' , 'season_starts' , 'members_have_occupation' ,
880+ 'has_anatomical_branch' , 'does_not_have_quality' , 'commander_of_(deprecated)' , "topic's_main_category" ,
881+ 'measurement_scale' , 'present_in_work' , 'significant_person' , 'gui_toolkit_or_framework' , 'operating_area' ,
882+ 'wears' , 'designated_as_terrorist_by' , 'platform' , 'has_boundary' , 'derivative_work' , 'greater_than' ,
883+ 'place_of_publication' , 'offers_view_on' , 'architectural_style' , 'parent_of_this_hybrid_breed_or_cultivar' ,
884+ 'doctoral_advisor' , 'by-product' , 'signatory' , 'production_statistics' , 'codomain' , 'domain' , 'honorific_suffix' ,
885+ 'had_as_last_meal' , 'birthday' , 'historical_region' , 'cause_of_destruction' , 'people_or_cargo_transported' ,
886+ 'place_served_by_transport_hub' , 'family_name' , 'programming_paradigm' , 'enemy_of' , 'has_list' , 'language_regulatory_body' ,
887+ 'incarnation_of' , 'muscle_insertion' , 'open_days' , 'payment_types_accepted' , 'member_of_military_unit' , 'crosses' ,
888+ 'determination_method' , 'publisher' , 'by-product_of' , 'statement_describes' ]
889889
890890 def get_synset_relation (self , x , y , return_triples = False , strict = True ):
891891 """Get the relation between two synsets.
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