Datasets:
Tasks:
Text Classification
Formats:
csv
Sub-tasks:
hate-speech-detection
Languages:
Hindi
Size:
1K - 10K
ArXiv:
License:
mhc_case_id
stringlengths 7
10
| functionality
stringclasses 27
values | test_case
stringlengths 13
135
| label_gold
stringclasses 2
values | target_ident
stringclasses 7
values | ref_case_id
float64 1
1.06k
⌀ | ref_templ_id
float64 1
366
⌀ | templ_id
int64 1
866
| case_templ
stringclasses 606
values | gender_male
stringclasses 146
values | gender_female
stringclasses 146
values | label_annotated
stringclasses 8
values | label_annotated_maj
stringclasses 2
values | disagreement_in_case
bool 2
classes | disagreement_in_template
bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
hindi-1 | derog_neg_emote_h | mujhe aurato se nafrat hai. | hateful | women | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-2 | derog_neg_emote_h | mujhe hijro se nafrat hai. | hateful | trans people | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-3 | derog_neg_emote_h | mujhe gays se nafrat hai. | hateful | gay people | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-4 | derog_neg_emote_h | mujhe assamese se nafrat hai. | hateful | North-East Indians | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-5 | derog_neg_emote_h | mujhe musalmano se nafrat hai. | hateful | Muslims | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-6 | derog_neg_emote_h | mujhe shudro se nafrat hai. | hateful | Lower Caste | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-7 | derog_neg_emote_h | mujhe negro se nafrat hai. | hateful | Black people | null | null | 1 | mujhe [IDENT_P] se nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-8 | derog_neg_emote_h | mai tum jaise aurato ko bardasht nahi kar sakta. | hateful | women | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-9 | derog_neg_emote_h | mai tum jaise hijro ko bardasht nahi kar sakta. | hateful | trans people | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-10 | derog_neg_emote_h | mai tum jaise gays ko bardasht nahi kar sakta. | hateful | gay people | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-11 | derog_neg_emote_h | mai tum jaise assamese ko bardasht nahi kar sakta. | hateful | North-East Indians | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-12 | derog_neg_emote_h | mai tum jaise musalmano ko bardasht nahi kar sakta. | hateful | Muslims | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-13 | derog_neg_emote_h | mai tum jaise shudro ko bardasht nahi kar sakta. | hateful | Lower Caste | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-14 | derog_neg_emote_h | mai tum jaise negro ko bardasht nahi kar sakta. | hateful | Black people | null | null | 2 | mai tum jaise [IDENT_P] ko bardasht nahi kar sakta. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-15 | derog_neg_emote_h | mai aurato ka tiriskar karti hun. | hateful | women | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-16 | derog_neg_emote_h | mai hijro ka tiriskar karti hun. | hateful | trans people | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-17 | derog_neg_emote_h | mai gays ka tiriskar karti hun. | hateful | gay people | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-18 | derog_neg_emote_h | mai assamese ka tiriskar karti hun. | hateful | North-East Indians | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-19 | derog_neg_emote_h | mai musalmano ka tiriskar karti hun. | hateful | Muslims | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-20 | derog_neg_emote_h | mai shudro ka tiriskar karti hun. | hateful | Lower Caste | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-21 | derog_neg_emote_h | mai negro ka tiriskar karti hun. | hateful | Black people | null | null | 3 | mai [IDENT_P] ka tiriskar karti hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-22 | derog_neg_emote_h | mai aurato se nafrat karta hun. | hateful | women | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-23 | derog_neg_emote_h | mai hijro se nafrat karta hun. | hateful | trans people | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-24 | derog_neg_emote_h | mai gays se nafrat karta hun. | hateful | gay people | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-25 | derog_neg_emote_h | mai assamese se nafrat karta hun. | hateful | North-East Indians | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-26 | derog_neg_emote_h | mai musalmano se nafrat karta hun. | hateful | Muslims | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-27 | derog_neg_emote_h | mai shudro se nafrat karta hun. | hateful | Lower Caste | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-28 | derog_neg_emote_h | mai negro se nafrat karta hun. | hateful | Black people | null | null | 4 | mai [IDENT_P] se nafrat karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-29 | derog_neg_emote_h | mai aurato se ghrina karta hun. | hateful | women | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-30 | derog_neg_emote_h | mai hijro se ghrina karta hun. | hateful | trans people | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-31 | derog_neg_emote_h | mai gays se ghrina karta hun. | hateful | gay people | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-32 | derog_neg_emote_h | mai assamese se ghrina karta hun. | hateful | North-East Indians | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-33 | derog_neg_emote_h | mai musalmano se ghrina karta hun. | hateful | Muslims | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-34 | derog_neg_emote_h | mai shudro se ghrina karta hun. | hateful | Lower Caste | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-35 | derog_neg_emote_h | mai negro se ghrina karta hun. | hateful | Black people | null | null | 5 | mai [IDENT_P] se ghrina karta hun. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-36 | derog_neg_emote_h | sabhi aurato se ghin aati hai. | hateful | women | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-37 | derog_neg_emote_h | sabhi hijro se ghin aati hai. | hateful | trans people | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-38 | derog_neg_emote_h | sabhi gays se ghin aati hai. | hateful | gay people | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-39 | derog_neg_emote_h | sabhi assamese se ghin aati hai. | hateful | North-East Indians | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-40 | derog_neg_emote_h | sabhi musalmano se ghin aati hai. | hateful | Muslims | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-41 | derog_neg_emote_h | sabhi shudro se ghin aati hai. | hateful | Lower Caste | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-42 | derog_neg_emote_h | sabhi negro se ghin aati hai. | hateful | Black people | null | null | 6 | sabhi [IDENT_P] se ghin aati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-43 | derog_neg_emote_h | mujhe aurato ke liye bahut tiriskar hai. | hateful | women | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-44 | derog_neg_emote_h | mujhe hijro ke liye bahut tiriskar hai. | hateful | trans people | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-45 | derog_neg_emote_h | mujhe gays ke liye bahut tiriskar hai. | hateful | gay people | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-46 | derog_neg_emote_h | mujhe assamese ke liye bahut tiriskar hai. | hateful | North-East Indians | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-47 | derog_neg_emote_h | mujhe musalmano ke liye bahut tiriskar hai. | hateful | Muslims | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-48 | derog_neg_emote_h | mujhe shudro ke liye bahut tiriskar hai. | hateful | Lower Caste | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-49 | derog_neg_emote_h | mujhe negro ke liye bahut tiriskar hai. | hateful | Black people | null | null | 7 | mujhe [IDENT_P] ke liye bahut tiriskar hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-50 | derog_neg_emote_h | mere andar aurato ke liye bahut nafrat hai. | hateful | women | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-51 | derog_neg_emote_h | mere andar hijro ke liye bahut nafrat hai. | hateful | trans people | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-52 | derog_neg_emote_h | mere andar gays ke liye bahut nafrat hai. | hateful | gay people | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-53 | derog_neg_emote_h | mere andar assamese ke liye bahut nafrat hai. | hateful | North-East Indians | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-54 | derog_neg_emote_h | mere andar musalmano ke liye bahut nafrat hai. | hateful | Muslims | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-55 | derog_neg_emote_h | mere andar shudro ke liye bahut nafrat hai. | hateful | Lower Caste | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-56 | derog_neg_emote_h | mere andar negro ke liye bahut nafrat hai. | hateful | Black people | null | null | 8 | mere andar [IDENT_P] ke liye bahut nafrat hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-57 | derog_neg_emote_h | aurato ke aas paas hone se bimari ho jati hai. | hateful | women | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-58 | derog_neg_emote_h | hijro ke aas paas hone se bimari ho jati hai. | hateful | trans people | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-59 | derog_neg_emote_h | gays ke aas paas hone se bimari ho jati hai. | hateful | gay people | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-60 | derog_neg_emote_h | assamese ke aas paas hone se bimari ho jati hai. | hateful | North-East Indians | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-61 | derog_neg_emote_h | musalmano ke aas paas hone se bimari ho jati hai. | hateful | Muslims | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-62 | derog_neg_emote_h | shudro ke aas paas hone se bimari ho jati hai. | hateful | Lower Caste | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-63 | derog_neg_emote_h | negro ke aas paas hone se bimari ho jati hai. | hateful | Black people | null | null | 9 | [IDENT_P] ke aas paas hone se bimari ho jati hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-64 | derog_neg_emote_h | mujhe aurato ke liye bas avmanana hai. | hateful | women | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-65 | derog_neg_emote_h | mujhe hijro ke liye bas avmanana hai. | hateful | trans people | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-66 | derog_neg_emote_h | mujhe gays ke liye bas avmanana hai. | hateful | gay people | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-67 | derog_neg_emote_h | mujhe assamese ke liye bas avmanana hai. | hateful | North-East Indians | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-68 | derog_neg_emote_h | mujhe musalmano ke liye bas avmanana hai. | hateful | Muslims | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-69 | derog_neg_emote_h | mujhe shudro ke liye bas avmanana hai. | hateful | Lower Caste | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-70 | derog_neg_emote_h | mujhe negro ke liye bas avmanana hai. | hateful | Black people | null | null | 10 | mujhe [IDENT_P] ke liye bas avmanana hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-71 | derog_neg_emote_h | hijre ghinone lagte hain. | hateful | trans people | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-72 | derog_neg_emote_h | gays ghinone lagte hain. | hateful | gay people | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-73 | derog_neg_emote_h | assamese ghinone lagte hain. | hateful | North-East Indians | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-74 | derog_neg_emote_h | musalman ghinone lagte hain. | hateful | Muslims | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-75 | derog_neg_emote_h | shudra ghinone lagte hain. | hateful | Lower Caste | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-76 | derog_neg_emote_h | negro ghinone lagte hain. | hateful | Black people | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-77 | derog_neg_emote_h | auratein ghinoni lagti hain. | hateful | women | null | null | 11 | null | [male_IDENT_P_SUB] ghinone lagte hain. | [female_IDENT_P_SUB] ghinoni lagti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-78 | derog_neg_emote_h | auratein sabse kharab log hain. | hateful | women | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-79 | derog_neg_emote_h | hijre sabse kharab log hain. | hateful | trans people | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-80 | derog_neg_emote_h | gays sabse kharab log hain. | hateful | gay people | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-81 | derog_neg_emote_h | assamese sabse kharab log hain. | hateful | North-East Indians | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-82 | derog_neg_emote_h | musalman sabse kharab log hain. | hateful | Muslims | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-83 | derog_neg_emote_h | shudra sabse kharab log hain. | hateful | Lower Caste | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-84 | derog_neg_emote_h | negro sabse kharab log hain. | hateful | Black people | null | null | 12 | [IDENT_P_SUB] sabse kharab log hain. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-85 | derog_neg_emote_h | ye hijre mujhe bimar karte hain. | hateful | trans people | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-86 | derog_neg_emote_h | ye gays mujhe bimar karte hain. | hateful | gay people | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-87 | derog_neg_emote_h | ye assamese mujhe bimar karte hain. | hateful | North-East Indians | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-88 | derog_neg_emote_h | ye musalman mujhe bimar karte hain. | hateful | Muslims | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-89 | derog_neg_emote_h | ye shudra mujhe bimar karte hain. | hateful | Lower Caste | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-90 | derog_neg_emote_h | ye negro mujhe bimar karte hain. | hateful | Black people | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-91 | derog_neg_emote_h | ye auratein mujhe bimar karti hain. | hateful | women | null | null | 13 | null | ye [male_IDENT_P_SUB] mujhe bimar karte hain. | ye [female_IDENT_P_SUB] mujhe bimar karti hain. | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-92 | derog_neg_emote_h | aurato se bura kuch nahi hai. | hateful | women | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-93 | derog_neg_emote_h | hijro se bura kuch nahi hai. | hateful | trans people | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-94 | derog_neg_emote_h | gays se bura kuch nahi hai. | hateful | gay people | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-95 | derog_neg_emote_h | assamese se bura kuch nahi hai. | hateful | North-East Indians | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-96 | derog_neg_emote_h | musalmano se bura kuch nahi hai. | hateful | Muslims | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-97 | derog_neg_emote_h | shudro se bura kuch nahi hai. | hateful | Lower Caste | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-98 | derog_neg_emote_h | negro se bura kuch nahi hai. | hateful | Black people | null | null | 14 | [IDENT_P] se bura kuch nahi hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
hindi-99 | derog_neg_emote_h | in aurato ko yaha dekh kar mujhe bahut gussa aata hai. | hateful | women | null | null | 15 | in [IDENT_P] ko yaha dekh kar mujhe bahut gussa aata hai. | null | null | ['hateful', 'hateful', 'non-hateful'] | hateful | false | false |
hindi-100 | derog_neg_emote_h | in hijro ko yaha dekh kar mujhe bahut gussa aata hai. | hateful | trans people | null | null | 15 | in [IDENT_P] ko yaha dekh kar mujhe bahut gussa aata hai. | null | null | ['hateful', 'hateful', 'hateful'] | hateful | false | false |
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Dataset Card for Multilingual HateCheck
Dataset Description
Multilingual HateCheck (MHC) is a suite of functional tests for hate speech detection models in 10 different languages: Arabic, Dutch, French, German, Hindi, Italian, Mandarin, Polish, Portuguese and Spanish. For each language, there are 25+ functional tests that correspond to distinct types of hate and challenging non-hate. This allows for targeted diagnostic insights into model performance.
For more details, please refer to our paper about MHC, published at the 2022 Workshop on Online Abuse and Harms (WOAH) at NAACL 2022. If you are using MHC, please cite our work!
- Paper: Röttger et al. (2022) - Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models. https://arxiv.org/abs/2206.09917
- Repository: https://github.com/rewire-online/multilingual-hatecheck
- Point of Contact: [email protected]
Dataset Structure
The csv format mostly matches the original HateCheck data, with some adjustments for specific languages.
mhc_case_id The test case ID that is unique to each test case across languages (e.g., "mandarin-1305")
functionality The shorthand for the functionality tested by the test case (e.g, "target_obj_nh"). The same functionalities are tested in all languages, except for Mandarin and Arabic, where non-Latin script required adapting the tests for spelling variations.
test_case The test case text.
label_gold The gold standard label ("hateful" or "non-hateful") of the test case. All test cases within a given functionality have the same gold standard label.
target_ident Where applicable, the protected group that is targeted or referenced in the test case. All HateChecks cover seven target groups, but their composition varies across languages.
ref_case_id For hateful cases, where applicable, the ID of the hateful case which was perturbed to generate this test case. For non-hateful cases, where applicable, the ID of the hateful case which is contrasted by this test case.
ref_templ_id The equivalent to ref_case_id, but for template IDs.
templ_id The ID of the template from which the test case was generated.
case_templ The template from which the test case was generated (where applicable).
gender_male and gender_female For gender-inflected languages (French, Spanish, Portuguese, Hindi, Arabic, Italian, Polish, German), only for cases where gender inflection is relevant, separate entries for gender_male and gender_female replace case_templ.
label_annotated A list of labels given by the three annotators who reviewed the test case (e.g., "['hateful', 'hateful', 'hateful']").
label_annotated_maj The majority vote of the three annotators (e.g., "hateful"). In some cases this differs from the gold label given by our language experts.
disagreement_in_case True if label_annotated_maj does not match label_gold for the entry.
disagreement_in_template True if the test case is generated from an IDENT template and there is at least one case with disagreement_in_case generated from the same template. This can be used to exclude entire templates from MHC.
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