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Relphormer baseline

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This commit is contained in:
Cong Thanh Vu
2022-12-26 04:54:46 +00:00
commit c0d0be076f
117 changed files with 1574716 additions and 0 deletions
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dataset/FB15k-237/.ipynb_checkpoints/get_neighbor-checkpoint.ipynb Normal file
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 2
}

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dataset/FB15k-237/dev.tsv Normal file
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dataset/FB15k-237/entities.txt Normal file
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dataset/FB15k-237/entity2text.txt Normal file
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dataset/FB15k-237/entity2textlong.txt Normal file
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dataset/FB15k-237/features_dev.txt Normal file
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dataset/FB15k-237/features_test.txt Normal file
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dataset/FB15k-237/features_train.txt Normal file
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dataset/FB15k-237/get_neighbor.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"path1 = './entities.txt'\n",
"path2 = './relations.txt'\n",
"path3 = './train.tsv'\n",
"path4 = './dev.tsv'\n",
"path5 = './test.tsv'\n",
"path6 = './get_neighbor/entity2id.txt'\n",
"path7 = './get_neighbor/relation2id.txt'\n",
"path8 = './get_neighbor/train2id.txt'\n",
"path9 = './get_neighbor/valid2id.txt'\n",
"path10 = './get_neighbor/test2id.txt'"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"with open(path1, 'r') as f:\n",
" a = f.readlines()\n",
"cnt = 0\n",
"with open(path6, 'w') as f:\n",
" for line in a:\n",
" en = line.strip()\n",
" f.write(en + '\\t' + str(cnt) + '\\n')\n",
" cnt += 1\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"with open(path2, 'r') as f:\n",
" a = f.readlines()\n",
"cnt = 0\n",
"with open(path7, 'w') as f:\n",
" for line in a:\n",
" re = line.strip()\n",
" f.write(re + '\\t' + str(cnt) + '\\n')\n",
" cnt += 1\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"with open(path6, 'r') as f:\n",
" a = f.readlines()\n",
"en2id = {}\n",
"for line in a:\n",
" b = line.strip().split('\\t')\n",
" en, num = b[0], b[1]\n",
" en2id[en] = num"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"with open(path7, 'r') as f:\n",
" a = f.readlines()\n",
"re2id = {}\n",
"for line in a:\n",
" b = line.strip().split('\\t')\n",
" re, num = b[0], b[1]\n",
" re2id[re] = num"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"with open(path3, 'r') as f:\n",
" a = f.readlines()\n",
"with open(path8, 'w') as f:\n",
" for line in a:\n",
" b = line.strip().split('\\t')\n",
" h, r, t = b[0], b[1], b[2]\n",
" f.write(en2id[h] + ' ' + re2id[r] + ' ' + en2id[t] + '\\n')\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"with open(path4, 'r') as f:\n",
" a = f.readlines()\n",
"with open(path9, 'w') as f:\n",
" for line in a:\n",
" b = line.strip().split('\\t')\n",
" h, r, t = b[0], b[1], b[2]\n",
" f.write(en2id[h] + ' ' + re2id[r] + ' ' + en2id[t] + '\\n')\n",
" "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"with open(path5, 'r') as f:\n",
" a = f.readlines()\n",
"with open(path10, 'w') as f:\n",
" for line in a:\n",
" b = line.strip().split('\\t')\n",
" h, r, t = b[0], b[1], b[2]\n",
" f.write(en2id[h] + ' ' + re2id[r] + ' ' + en2id[t] + '\\n')\n",
" "
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [default]",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

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dataset/FB15k-237/get_neighbor/relation2id.txt Normal file
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/soccer/football_team/current_roster./soccer/football_roster_position/position 0
/music/artist/origin 1
/ice_hockey/hockey_team/current_roster./sports/sports_team_roster/position 2
/food/food/nutrients./food/nutrition_fact/nutrient 3
/film/actor/film./film/performance/film 4
/award/award_nominee/award_nominations./award/award_nomination/nominated_for 5
/government/political_party/politicians_in_this_party./government/political_party_tenure/politician 6
/base/schemastaging/person_extra/net_worth./measurement_unit/dated_money_value/currency 7
/people/deceased_person/place_of_death 8
/people/person/profession 9
/location/administrative_division/first_level_division_of 10
/base/marchmadness/ncaa_basketball_tournament/seeds./base/marchmadness/ncaa_tournament_seed/team 11
/education/university/international_tuition./measurement_unit/dated_money_value/currency 12
/location/us_county/county_seat 13
/location/location/partially_contains 14
/tv/tv_program/program_creator 15
/film/film/music 16
/tv/tv_program/languages 17
/common/topic/webpage./common/webpage/category 18
/user/tsegaran/random/taxonomy_subject/entry./user/tsegaran/random/taxonomy_entry/taxonomy 19
/education/field_of_study/students_majoring./education/education/major_field_of_study 20
/business/business_operation/assets./measurement_unit/dated_money_value/currency 21
/film/film_set_designer/film_sets_designed 22
/dataworld/gardening_hint/split_to 23
/people/person/languages 24
/business/job_title/people_with_this_title./business/employment_tenure/company 25
/location/country/form_of_government 26
/base/schemastaging/organization_extra/phone_number./base/schemastaging/phone_sandbox/service_language 27
/people/person/place_of_birth 28
/sports/sports_team/colors 29
/education/educational_institution/school_type 30
/award/award_category/winners./award/award_honor/award_winner 31
/organization/organization/headquarters./location/mailing_address/citytown 32
/education/educational_degree/people_with_this_degree./education/education/student 33
/government/legislative_session/members./government/government_position_held/legislative_sessions 34
/film/film/distributors./film/film_film_distributor_relationship/film_distribution_medium 35
/education/educational_degree/people_with_this_degree./education/education/major_field_of_study 36
/location/hud_county_place/county 37
/location/administrative_division/country 38
/film/film/film_production_design_by 39
/award/award_winning_work/awards_won./award/award_honor/award 40
/organization/organization/headquarters./location/mailing_address/state_province_region 41
/base/schemastaging/organization_extra/phone_number./base/schemastaging/phone_sandbox/contact_category 42
/tv/tv_program/country_of_origin 43
/olympics/olympic_participating_country/medals_won./olympics/olympic_medal_honor/medal 44
/location/country/second_level_divisions 45
/award/award_ceremony/awards_presented./award/award_honor/honored_for 46
/organization/organization_member/member_of./organization/organization_membership/organization 47
/education/educational_institution/campuses 48
/music/artist/contribution./music/recording_contribution/performance_role 49
/award/ranked_item/appears_in_ranked_lists./award/ranking/list 50
/people/person/religion 51
/travel/travel_destination/climate./travel/travel_destination_monthly_climate/month 52
/film/special_film_performance_type/film_performance_type./film/performance/film 53
/award/award_nominee/award_nominations./award/award_nomination/award 54
/location/statistical_region/religions./location/religion_percentage/religion 55
/sports/sports_league_draft/picks./sports/sports_league_draft_pick/school 56
/film/film/distributors./film/film_film_distributor_relationship/region 57
/government/politician/government_positions_held./government/government_position_held/legislative_sessions 58
/organization/role/leaders./organization/leadership/organization 59
/tv/tv_network/programs./tv/tv_network_duration/program 60
/soccer/football_team/current_roster./sports/sports_team_roster/position 61
/music/instrument/instrumentalists 62
/business/business_operation/operating_income./measurement_unit/dated_money_value/currency 63
/people/cause_of_death/people 64
/film/film/film_art_direction_by 65
/people/person/sibling_s./people/sibling_relationship/sibling 66
/film/film/cinematography 67
/film/actor/dubbing_performances./film/dubbing_performance/language 68
/base/biblioness/bibs_location/state 69
/base/petbreeds/city_with_dogs/top_breeds./base/petbreeds/dog_city_relationship/dog_breed 70
/people/person/gender 71
/education/field_of_study/students_majoring./education/education/student 72
/base/popstra/celebrity/dated./base/popstra/dated/participant 73
/sports/sports_team/roster./american_football/football_roster_position/position 74
/award/award_winner/awards_won./award/award_honor/award_winner 75
/olympics/olympic_participating_country/medals_won./olympics/olympic_medal_honor/olympics 76
/film/director/film 77
/tv/tv_producer/programs_produced./tv/tv_producer_term/program 78
/film/film_distributor/films_distributed./film/film_film_distributor_relationship/film 79
/olympics/olympic_games/sports 80
/music/record_label/artist 81
/education/university/local_tuition./measurement_unit/dated_money_value/currency 82
/film/film/story_by 83
/people/person/spouse_s./people/marriage/spouse 84
/sports/sports_league/teams./sports/sports_league_participation/team 85
/people/profession/specialization_of 86
/base/americancomedy/celebrity_impressionist/celebrities_impersonated 87
/tv/tv_program/genre 88
/award/award_category/nominees./award/award_nomination/nominated_for 89
/language/human_language/countries_spoken_in 90
/organization/organization/headquarters./location/mailing_address/country 91
/location/statistical_region/gdp_real./measurement_unit/adjusted_money_value/adjustment_currency 92
/education/university/fraternities_and_sororities 93
/award/award_nominee/award_nominations./award/award_nomination/award_nominee 94
/military/military_combatant/military_conflicts./military/military_combatant_group/combatants 95
/award/award_nominated_work/award_nominations./award/award_nomination/nominated_for 96
/location/location/time_zones 97
/film/film/dubbing_performances./film/dubbing_performance/actor 98
/film/film_subject/films 99
/education/educational_degree/people_with_this_degree./education/education/institution 100
/education/educational_institution/colors 101
/award/award_category/category_of 102
/tv/tv_personality/tv_regular_appearances./tv/tv_regular_personal_appearance/program 103
/film/film/language 104
/music/group_member/membership./music/group_membership/group 105
/business/business_operation/revenue./measurement_unit/dated_money_value/currency 106
/film/film/film_festivals 107
/film/actor/film./film/performance/special_performance_type 108
/organization/non_profit_organization/registered_with./organization/non_profit_registration/registering_agency 109
/government/politician/government_positions_held./government/government_position_held/jurisdiction_of_office 110
/base/aareas/schema/administrative_area/administrative_parent 111
/award/award_winning_work/awards_won./award/award_honor/award_winner 112
/organization/organization/place_founded 113
/soccer/football_player/current_team./sports/sports_team_roster/team 114
/government/politician/government_positions_held./government/government_position_held/basic_title 115
/music/artist/track_contributions./music/track_contribution/role 116
/base/localfood/seasonal_month/produce_available./base/localfood/produce_availability/seasonal_months 117
/celebrities/celebrity/celebrity_friends./celebrities/friendship/friend 118
/sports/professional_sports_team/draft_picks./sports/sports_league_draft_pick/school 119
/award/hall_of_fame/inductees./award/hall_of_fame_induction/inductee 120
/influence/influence_node/peers./influence/peer_relationship/peers 121
/medicine/disease/risk_factors 122
/broadcast/content/artist 123
/film/film/estimated_budget./measurement_unit/dated_money_value/currency 124
/military/military_conflict/combatants./military/military_combatant_group/combatants 125
/location/capital_of_administrative_division/capital_of./location/administrative_division_capital_relationship/administrative_division 126
/tv/tv_program/regular_cast./tv/regular_tv_appearance/actor 127
/people/deceased_person/place_of_burial 128
/location/location/adjoin_s./location/adjoining_relationship/adjoins 129
/music/group_member/membership./music/group_membership/role 130
/award/award_ceremony/awards_presented./award/award_honor/award_winner 131
/film/film/prequel 132
/film/film/produced_by 133
/tv/tv_program/tv_producer./tv/tv_producer_term/producer_type 134
/sports/sports_position/players./sports/sports_team_roster/team 135
/olympics/olympic_games/participating_countries 136
/music/genre/parent_genre 137
/tv/tv_writer/tv_programs./tv/tv_program_writer_relationship/tv_program 138
/music/genre/artists 139
/film/film/genre 140
/people/person/employment_history./business/employment_tenure/company 141
/education/university/domestic_tuition./measurement_unit/dated_money_value/currency 142
/people/person/nationality 143
/location/country/capital 144
/location/statistical_region/gni_per_capita_in_ppp_dollars./measurement_unit/dated_money_value/currency 145
/base/aareas/schema/administrative_area/capital 146
/business/business_operation/industry 147
/location/hud_foreclosure_area/estimated_number_of_mortgages./measurement_unit/dated_integer/source 148
/film/film/other_crew./film/film_crew_gig/crewmember 149
/base/popstra/location/vacationers./base/popstra/vacation_choice/vacationer 150
/film/film/film_format 151
/medicine/disease/notable_people_with_this_condition 152
/film/film/costume_design_by 153
/government/government_office_category/officeholders./government/government_position_held/jurisdiction_of_office 154
/location/statistical_region/gdp_nominal./measurement_unit/dated_money_value/currency 155
/sports/sports_team/roster./baseball/baseball_roster_position/position 156
/award/award_winning_work/awards_won./award/award_honor/honored_for 157
/olympics/olympic_sport/athletes./olympics/olympic_athlete_affiliation/olympics 158
/celebrities/celebrity/sexual_relationships./celebrities/romantic_relationship/celebrity 159
/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony 160
/organization/organization/child./organization/organization_relationship/child 161
/organization/organization_founder/organizations_founded 162
/sports/sports_team/sport 163
/people/ethnicity/geographic_distribution 164
/location/statistical_region/places_exported_to./location/imports_and_exports/exported_to 165
/location/country/official_language 166
/film/film/production_companies 167
/user/jg/default_domain/olympic_games/sports 168
/time/event/locations 169
/people/person/spouse_s./people/marriage/type_of_union 170
/government/governmental_body/members./government/government_position_held/legislative_sessions 171
/media_common/netflix_genre/titles 172
/user/alexander/philosophy/philosopher/interests 173
/film/film/runtime./film/film_cut/film_release_region 174
/education/educational_institution/students_graduates./education/education/student 175
/base/eating/practicer_of_diet/diet 176
/tv/non_character_role/tv_regular_personal_appearances./tv/tv_regular_personal_appearance/person 177
/sports/sports_position/players./sports/sports_team_roster/position 178
/sports/professional_sports_team/draft_picks./sports/sports_league_draft_pick/draft 179
/medicine/symptom/symptom_of 180
/film/person_or_entity_appearing_in_film/films./film/personal_film_appearance/type_of_appearance 181
/sports/sports_team_location/teams 182
/american_football/football_team/current_roster./sports/sports_team_roster/position 183
/people/person/places_lived./people/place_lived/location 184
/location/statistical_region/rent50_2./measurement_unit/dated_money_value/currency 185
/film/film/personal_appearances./film/personal_film_appearance/person 186
/music/instrument/family 187
/sports/sports_team/roster./basketball/basketball_roster_position/position 188
/base/schemastaging/organization_extra/phone_number./base/schemastaging/phone_sandbox/service_location 189
/film/film/release_date_s./film/film_regional_release_date/film_release_region 190
/award/award_category/disciplines_or_subjects 191
/base/popstra/celebrity/friendship./base/popstra/friendship/participant 192
/music/performance_role/regular_performances./music/group_membership/group 193
/film/film/edited_by 194
/base/x2010fifaworldcupsouthafrica/world_cup_squad/current_world_cup_squad./base/x2010fifaworldcupsouthafrica/current_world_cup_squad/current_club 195
/base/popstra/celebrity/canoodled./base/popstra/canoodled/participant 196
/film/film/release_date_s./film/film_regional_release_date/film_release_distribution_medium 197
/film/film/other_crew./film/film_crew_gig/film_crew_role 198
/base/popstra/celebrity/breakup./base/popstra/breakup/participant 199
/film/film/country 200
/music/performance_role/regular_performances./music/group_membership/role 201
/sports/sports_team/roster./american_football/football_historical_roster_position/position_s 202
/film/film/release_date_s./film/film_regional_release_date/film_regional_debut_venue 203
/time/event/instance_of_recurring_event 204
/olympics/olympic_participating_country/athletes./olympics/olympic_athlete_affiliation/olympics 205
/organization/endowed_organization/endowment./measurement_unit/dated_money_value/currency 206
/travel/travel_destination/how_to_get_here./travel/transportation/mode_of_transportation 207
/baseball/baseball_team/team_stats./baseball/baseball_team_stats/season 208
/award/award_category/winners./award/award_honor/ceremony 209
/government/legislative_session/members./government/government_position_held/district_represented 210
/influence/influence_node/influenced_by 211
/base/culturalevent/event/entity_involved 212
/people/ethnicity/people 213
/sports/sport/pro_athletes./sports/pro_sports_played/athlete 214
/location/statistical_region/gdp_nominal_per_capita./measurement_unit/dated_money_value/currency 215
/location/hud_county_place/place 216
/base/aareas/schema/administrative_area/administrative_area_type 217
/base/locations/continents/countries_within 218
/sports/sports_position/players./american_football/football_historical_roster_position/position_s 219
/people/person/spouse_s./people/marriage/location_of_ceremony 220
/education/educational_institution/students_graduates./education/education/major_field_of_study 221
/film/film/written_by 222
/olympics/olympic_sport/athletes./olympics/olympic_athlete_affiliation/country 223
/music/performance_role/guest_performances./music/recording_contribution/performance_role 224
/film/film/featured_film_locations 225
/education/educational_institution_campus/educational_institution 226
/sports/pro_athlete/teams./sports/sports_team_roster/team 227
/people/ethnicity/languages_spoken 228
/film/film/executive_produced_by 229
/tv/tv_producer/programs_produced./tv/tv_producer_term/producer_type 230
/location/location/contains 231
/base/biblioness/bibs_location/country 232
/user/ktrueman/default_domain/international_organization/member_states 233
/music/performance_role/track_performances./music/track_contribution/role 234
/olympics/olympic_games/medals_awarded./olympics/olympic_medal_honor/medal 235
/base/saturdaynightlive/snl_cast_member/seasons./base/saturdaynightlive/snl_season_tenure/cast_members 236

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/soccer/football_team/current_roster./soccer/football_roster_position/position soccer football team current roster. soccer football roster position position
/music/artist/origin music artist origin
/ice_hockey/hockey_team/current_roster./sports/sports_team_roster/position ice hockey hockey team current roster. sports sports team roster position
/food/food/nutrients./food/nutrition_fact/nutrient food food nutrients. food nutrition fact nutrient
/film/actor/film./film/performance/film film actor film. film performance film
/award/award_nominee/award_nominations./award/award_nomination/nominated_for award award nominee award nominations. award award nomination nominated for
/government/political_party/politicians_in_this_party./government/political_party_tenure/politician government political party politicians in this party. government political party tenure politician
/base/schemastaging/person_extra/net_worth./measurement_unit/dated_money_value/currency base schemastaging person extra net worth. measurement unit dated money value currency
/people/deceased_person/place_of_death people deceased person place of death
/people/person/profession people person profession
/location/administrative_division/first_level_division_of location administrative division first level division of
/base/marchmadness/ncaa_basketball_tournament/seeds./base/marchmadness/ncaa_tournament_seed/team base marchmadness ncaa basketball tournament seeds. base marchmadness ncaa tournament seed team
/education/university/international_tuition./measurement_unit/dated_money_value/currency education university international tuition. measurement unit dated money value currency
/location/us_county/county_seat location us county county seat
/location/location/partially_contains location location partially contains
/tv/tv_program/program_creator tv tv program program creator
/film/film/music film film music
/tv/tv_program/languages tv tv program languages
/common/topic/webpage./common/webpage/category common topic webpage. common webpage category
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/soccer/football_team/current_roster./soccer/football_roster_position/position
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/military/military_combatant/military_conflicts./military/military_combatant_group/combatants
/award/award_nominated_work/award_nominations./award/award_nomination/nominated_for
/location/location/time_zones
/film/film/dubbing_performances./film/dubbing_performance/actor
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/film/film/film_format
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