diff --git "a/README.md" "b/README.md"
--- "a/README.md"
+++ "b/README.md"
@@ -1,7 +1,4 @@
 ---
-annotations_creators:
-- crowdsourced
-- expert-generated
 language:
 - ar
 - de
@@ -16,53 +13,4762 @@ language:
 - ru
 - tr
 - zh
+license: other
+license_details: https://catalog.ldc.upenn.edu/license/ldc-non-members-agreement.pdf
+tags:
+- relation extraction
+annotations_creators:
+  - crowdsourced
+  - expert-generated
 language_creators:
 - found
-license:
-- other
-multilinguality:
-- translation
-pretty_name: The Multilingual TAC Relation Extraction Dataset
+pretty_name: MultiTACRED - Multilingual TAC Relation Extraction Dataset
 size_categories:
 - 100K<n<1M
 source_datasets:
-- extended|other
-tags:
-- relation extraction
-task_categories:
+- DFKI-NLP/tacred
+task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
 - text-classification
 task_ids:
 - multi-class-classification
+paperswithcode_id: multitacred
+configs:  # Optional for datasets with multiple configurations like glue.
+- original-ar
+- original-de
+- original-es
+- original-fi
+- original-fr
+- original-hi
+- original-hu
+- original-ja
+- original-pl
+- original-ru
+- original-tr
+- original-zh
+- revisited-ar
+- revisited-de
+- revisited-es
+- revisited-fi
+- revisited-fr
+- revisited-hi
+- revisited-hu
+- revisited-ja
+- revisited-pl
+- revisited-ru
+- revisited-tr
+- revisited-zh
+- retacred-ar
+- retacred-de
+- retacred-es
+- retacred-fi
+- retacred-fr
+- retacred-hi
+- retacred-hu
+- retacred-ja
+- retacred-pl
+- retacred-ru
+- retacred-tr
+- retacred-zh
+dataset_info:
+- config_name: original-ar
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_headquarters
+          '3': org:country_of_headquarters
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:parents
+          '11': org:political/religious_affiliation
+          '12': org:shareholders
+          '13': org:stateorprovince_of_headquarters
+          '14': org:subsidiaries
+          '15': org:top_members/employees
+          '16': org:website
+          '17': per:age
+          '18': per:alternate_names
+          '19': per:cause_of_death
+          '20': per:charges
+          '21': per:children
+          '22': per:cities_of_residence
+          '23': per:city_of_birth
+          '24': per:city_of_death
+          '25': per:countries_of_residence
+          '26': per:country_of_birth
+          '27': per:country_of_death
+          '28': per:date_of_birth
+          '29': per:date_of_death
+          '30': per:employee_of
+          '31': per:origin
+          '32': per:other_family
+          '33': per:parents
+          '34': per:religion
+          '35': per:schools_attended
+          '36': per:siblings
+          '37': per:spouse
+          '38': per:stateorprovince_of_birth
+          '39': per:stateorprovince_of_death
+          '40': per:stateorprovinces_of_residence
+          '41': per:title
+  splits:
+  - name: train
+    num_bytes: 32371641
+    num_examples: 67736
+  - name: test
+    num_bytes: 6895001
+    num_examples: 15425
+  - name: validation
+    num_bytes: 10353930
+    num_examples: 22502
+  - name: backtranslated_test
+    num_bytes: 5687302
+    num_examples: 15425
+  download_size: 0
+  dataset_size: 55307874
+- config_name: revisited-ar
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_headquarters
+          '3': org:country_of_headquarters
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:parents
+          '11': org:political/religious_affiliation
+          '12': org:shareholders
+          '13': org:stateorprovince_of_headquarters
+          '14': org:subsidiaries
+          '15': org:top_members/employees
+          '16': org:website
+          '17': per:age
+          '18': per:alternate_names
+          '19': per:cause_of_death
+          '20': per:charges
+          '21': per:children
+          '22': per:cities_of_residence
+          '23': per:city_of_birth
+          '24': per:city_of_death
+          '25': per:countries_of_residence
+          '26': per:country_of_birth
+          '27': per:country_of_death
+          '28': per:date_of_birth
+          '29': per:date_of_death
+          '30': per:employee_of
+          '31': per:origin
+          '32': per:other_family
+          '33': per:parents
+          '34': per:religion
+          '35': per:schools_attended
+          '36': per:siblings
+          '37': per:spouse
+          '38': per:stateorprovince_of_birth
+          '39': per:stateorprovince_of_death
+          '40': per:stateorprovinces_of_residence
+          '41': per:title
+  splits:
+  - name: train
+    num_bytes: 32371641
+    num_examples: 67736
+  - name: test
+    num_bytes: 6895001
+    num_examples: 15425
+  - name: validation
+    num_bytes: 10353930
+    num_examples: 22502
+  - name: backtranslated_test
+    num_bytes: 5687302
+    num_examples: 15425
+  download_size: 157165
+  dataset_size: 55307874
+- config_name: retacred-ar
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_branch
+          '3': org:country_of_branch
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:political/religious_affiliation
+          '11': org:shareholders
+          '12': org:stateorprovince_of_branch
+          '13': org:top_members/employees
+          '14': org:website
+          '15': per:age
+          '16': per:cause_of_death
+          '17': per:charges
+          '18': per:children
+          '19': per:cities_of_residence
+          '20': per:city_of_birth
+          '21': per:city_of_death
+          '22': per:countries_of_residence
+          '23': per:country_of_birth
+          '24': per:country_of_death
+          '25': per:date_of_birth
+          '26': per:date_of_death
+          '27': per:employee_of
+          '28': per:identity
+          '29': per:origin
+          '30': per:other_family
+          '31': per:parents
+          '32': per:religion
+          '33': per:schools_attended
+          '34': per:siblings
+          '35': per:spouse
+          '36': per:stateorprovince_of_birth
+          '37': per:stateorprovince_of_death
+          '38': per:stateorprovinces_of_residence
+          '39': per:title
+  splits:
+  - name: train
+    num_bytes: 27777106
+    num_examples: 58171
+  - name: test
+    num_bytes: 5950395
+    num_examples: 13348
+  - name: validation
+    num_bytes: 8941018
+    num_examples: 19480
+  - name: backtranslated_test
+    num_bytes: 4906896
+    num_examples: 13348
+  download_size: 3702157
+  dataset_size: 47575415
+- config_name: original-de
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_headquarters
+          '3': org:country_of_headquarters
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:parents
+          '11': org:political/religious_affiliation
+          '12': org:shareholders
+          '13': org:stateorprovince_of_headquarters
+          '14': org:subsidiaries
+          '15': org:top_members/employees
+          '16': org:website
+          '17': per:age
+          '18': per:alternate_names
+          '19': per:cause_of_death
+          '20': per:charges
+          '21': per:children
+          '22': per:cities_of_residence
+          '23': per:city_of_birth
+          '24': per:city_of_death
+          '25': per:countries_of_residence
+          '26': per:country_of_birth
+          '27': per:country_of_death
+          '28': per:date_of_birth
+          '29': per:date_of_death
+          '30': per:employee_of
+          '31': per:origin
+          '32': per:other_family
+          '33': per:parents
+          '34': per:religion
+          '35': per:schools_attended
+          '36': per:siblings
+          '37': per:spouse
+          '38': per:stateorprovince_of_birth
+          '39': per:stateorprovince_of_death
+          '40': per:stateorprovinces_of_residence
+          '41': per:title
+  splits:
+  - name: train
+    num_bytes: 27810245
+    num_examples: 67253
+  - name: test
+    num_bytes: 6043815
+    num_examples: 15282
+  - name: validation
+    num_bytes: 9007367
+    num_examples: 22343
+  - name: backtranslated_test
+    num_bytes: 5467635
+    num_examples: 15079
+  download_size: 0
+  dataset_size: 48329062
+- config_name: revisited-de
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_headquarters
+          '3': org:country_of_headquarters
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:parents
+          '11': org:political/religious_affiliation
+          '12': org:shareholders
+          '13': org:stateorprovince_of_headquarters
+          '14': org:subsidiaries
+          '15': org:top_members/employees
+          '16': org:website
+          '17': per:age
+          '18': per:alternate_names
+          '19': per:cause_of_death
+          '20': per:charges
+          '21': per:children
+          '22': per:cities_of_residence
+          '23': per:city_of_birth
+          '24': per:city_of_death
+          '25': per:countries_of_residence
+          '26': per:country_of_birth
+          '27': per:country_of_death
+          '28': per:date_of_birth
+          '29': per:date_of_death
+          '30': per:employee_of
+          '31': per:origin
+          '32': per:other_family
+          '33': per:parents
+          '34': per:religion
+          '35': per:schools_attended
+          '36': per:siblings
+          '37': per:spouse
+          '38': per:stateorprovince_of_birth
+          '39': per:stateorprovince_of_death
+          '40': per:stateorprovinces_of_residence
+          '41': per:title
+  splits:
+  - name: train
+    num_bytes: 27810245
+    num_examples: 67253
+  - name: test
+    num_bytes: 6043815
+    num_examples: 15282
+  - name: validation
+    num_bytes: 9007367
+    num_examples: 22343
+  - name: backtranslated_test
+    num_bytes: 5467635
+    num_examples: 15079
+  download_size: 157165
+  dataset_size: 48329062
+- config_name: retacred-de
+  features:
+  - name: id
+    dtype: string
+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
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+  - name: token
+    sequence: string
+  - name: subj_start
+    dtype: int32
+  - name: subj_end
+    dtype: int32
+  - name: subj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: obj_start
+    dtype: int32
+  - name: obj_end
+    dtype: int32
+  - name: obj_type
+    dtype:
+      class_label:
+        names:
+          '0': LOCATION
+          '1': ORGANIZATION
+          '2': PERSON
+          '3': DATE
+          '4': MONEY
+          '5': PERCENT
+          '6': TIME
+          '7': CAUSE_OF_DEATH
+          '8': CITY
+          '9': COUNTRY
+          '10': CRIMINAL_CHARGE
+          '11': EMAIL
+          '12': HANDLE
+          '13': IDEOLOGY
+          '14': NATIONALITY
+          '15': RELIGION
+          '16': STATE_OR_PROVINCE
+          '17': TITLE
+          '18': URL
+          '19': NUMBER
+          '20': ORDINAL
+          '21': MISC
+          '22': DURATION
+          '23': O
+  - name: relation
+    dtype:
+      class_label:
+        names:
+          '0': no_relation
+          '1': org:alternate_names
+          '2': org:city_of_branch
+          '3': org:country_of_branch
+          '4': org:dissolved
+          '5': org:founded
+          '6': org:founded_by
+          '7': org:member_of
+          '8': org:members
+          '9': org:number_of_employees/members
+          '10': org:political/religious_affiliation
+          '11': org:shareholders
+          '12': org:stateorprovince_of_branch
+          '13': org:top_members/employees
+          '14': org:website
+          '15': per:age
+          '16': per:cause_of_death
+          '17': per:charges
+          '18': per:children
+          '19': per:cities_of_residence
+          '20': per:city_of_birth
+          '21': per:city_of_death
+          '22': per:countries_of_residence
+          '23': per:country_of_birth
+          '24': per:country_of_death
+          '25': per:date_of_birth
+          '26': per:date_of_death
+          '27': per:employee_of
+          '28': per:identity
+          '29': per:origin
+          '30': per:other_family
+          '31': per:parents
+          '32': per:religion
+          '33': per:schools_attended
+          '34': per:siblings
+          '35': per:spouse
+          '36': per:stateorprovince_of_birth
+          '37': per:stateorprovince_of_death
+          '38': per:stateorprovinces_of_residence
+          '39': per:title
+  splits:
+  - name: train
+    num_bytes: 22440419
+    num_examples: 56049
+  - name: test
+    num_bytes: 4717593
+    num_examples: 12718
+  - name: validation
+    num_bytes: 7200681
+    num_examples: 18642
+  - name: backtranslated_test
+    num_bytes: 4441386
+    num_examples: 12127
+  download_size: 3702157
+  dataset_size: 38800079
 ---
-# Dataset Card for "multilingual_tacred"
-## Table of Contents
-- [Table of Contents](#table-of-contents)
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
+# Dataset Card for "MultiTACRED"
+
 ## Dataset Description
-- **Homepage:** [https://nlp.stanford.edu/projects/tacred](https://nlp.stanford.edu/projects/tacred)
-- **Paper:** [Position-aware Attention and Supervised Data Improve Slot Filling](https://aclanthology.org/D17-1004/)
-- **Point of Contact:** See [https://nlp.stanford.edu/projects/tacred/](https://nlp.stanford.edu/projects/tacred/)
+- **Homepage:** [https://github.com/DFKI-NLP/MultiTACRED](https://github.com/DFKI-NLP/MultiTACRED)
+- **Paper:** [MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset](https://arxiv.org/abs/2305.04582)
+- **Point of Contact:** See [https://github.com/DFKI-NLP/MultiTACRED](https://github.com/DFKI-NLP/MultiTACRED)
 - **Size of downloaded dataset files:** 62.3 MB
 - **Size of the generated dataset:** 40.9 MB
 - **Total amount of disk used:** 103.2 MB
@@ -103,9 +4809,9 @@ The languages in the dataset are Arabic, German, English, Spanish, Finnish, Fren
 All languages except English are machine-translated using either Deepl's or Google's translation APIs.
 ## Dataset Structure
 ### Data Instances
-- **Size of downloaded dataset files:** 62.3 MB
-- **Size of the generated dataset:** 40.9 MB
-- **Total amount of disk used:** 103.2 MB
+- **Size of downloaded dataset files:** 15.4KB (TACRED-Revisited), 3.7 MB (Re-TACRED)
+- **Size of the generated dataset:** 1.7 GB (all languages, all versions)
+- **Total amount of disk used:** 1.7 GB (all languages, all versions)
 
 An example of 'train' looks as follows:
 ```json
@@ -124,13 +4830,12 @@ An example of 'train' looks as follows:
 ### Data Fields
 The data fields are the same among all splits.
 
-
 - `id`: the instance id of this sentence, a `string` feature.
 - `token`: the list of tokens of this sentence, a `list` of `string` features.
 - `relation`: the relation label of this instance, a `string` classification label.
 - `subj_start`: the 0-based index of the start token of the relation subject mention, an `ìnt` feature.
 - `subj_end`: the 0-based index of the end token of the relation subject mention, exclusive, an `ìnt` feature.
-- `subj_type`: the NER type of the subject mention, among 23 fine-grained types used in the [Stanford NER system](https://stanfordnlp.github.io/CoreNLP/ner.html), a `string` feature.
+- `subj_type`: the NER type of the subject mention, among the types used in the [Stanford NER system](https://stanfordnlp.github.io/CoreNLP/ner.html), a `string` feature.
 - `obj_start`: the 0-based index of the start token of the relation object mention, an `ìnt` feature.
 - `obj_end`: the 0-based index of the end token of the relation object mention, exclusive, an `ìnt` feature.
 - `obj_type`: the NER type of the object mention, among 23 fine-grained types used in the [Stanford NER system](https://stanfordnlp.github.io/CoreNLP/ner.html), a `string` feature.
@@ -165,13 +4870,11 @@ subject and object entity markup still intact, these were discarded.
 [More Information Needed]
 ### Annotations
 #### Annotation process
-See the Stanford paper and the Tacred Revisited paper, plus their appendices.
-
-To ensure that models trained on TACRED are not biased towards predicting false positives on real-world text,
-all sampled sentences where no relation was found between the mention pairs were fully annotated to be negative examples. As a result, 79.5% of the examples
-are labeled as no_relation.
+See the Stanford paper, the TACRED Revisited paper, and the Re-TACRED paper, plus their appendices, for
+details on the original annotation process. The translated versions do not change the original labels.
 
-Tokenization of the English data was done with Stanford CoreNLP by the authors of the original dataset. The translated versions were tokenized with language-specific Spacy models (Spacy 3.1) or Trankit when there was no Spacy model for a given language (Hungarian, Turkish, Arabic, Hindi).
+Translations were tokenized with language-specific Spacy models (Spacy 3.1, 'core_news/web_sm' models)
+or Trankit (Trankit 1.1.0) when there was no Spacy model for a given language (Hungarian, Turkish, Arabic, Hindi).
 #### Who are the annotators?
 [More Information Needed]
 ### Personal and Sensitive Information
@@ -189,7 +4892,7 @@ Tokenization of the English data was done with Stanford CoreNLP by the authors o
 ### Licensing Information
 To respect the copyright of the underlying TAC KBP corpus, TACRED is released via the
 Linguistic Data Consortium ([LDC License](https://catalog.ldc.upenn.edu/license/ldc-non-members-agreement.pdf)).
-You can download TACRED from the [LDC TACRED webpage](https://catalog.ldc.upenn.edu/LDC2018T24).
+You can download MultiTACRED from the [LDC TACRED webpage](https://catalog.ldc.upenn.edu/TODO).
 If you are an LDC member, the access will be free; otherwise, an access fee of $25 is needed.
 ### Citation Information
 The original dataset:
@@ -220,6 +4923,27 @@ For the revised version, please also cite:
     doi = "10.18653/v1/2020.acl-main.142",
     pages = "1558--1569",
 }
+
+
+```
+
+For the Re-TACRED version, please also cite:
+```
+@inproceedings{DBLP:conf/aaai/StoicaPP21,
+  author       = {George Stoica and
+                  Emmanouil Antonios Platanios and
+                  Barnab{\'{a}}s P{\'{o}}czos},
+  title        = {Re-TACRED: Addressing Shortcomings of the {TACRED} Dataset},
+  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
+                  2021, Thirty-Third Conference on Innovative Applications of Artificial
+                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
+                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
+                  2021},
+  pages        = {13843--13850},
+  publisher    = {{AAAI} Press},
+  year         = {2021},
+  url          = {https://ojs.aaai.org/index.php/AAAI/article/view/17631},
+}
 ```
 ### Contributions
 Thanks to [@leonhardhennig](https://github.com/leonhardhennig) for adding this dataset.