Update README.md

README.md

@@ -5,49 +5,215 @@ language:
 - arz
 library_name: transformers
 pipeline_tag: text-classification
+
 widget:
+- text: إزيك يا صاحبي؟ عامل ايه؟
+  output:
+  - label: Neutral
+    score: 0.9996803998947144
+  - label: Offensive
+    score: 0.0001022413489408791
+  - label: Racism
+    score: 9.184532245853916e-05
+  - label: Sexism
+    score: 6.373981887008995e-05
+  - label: Religious Discrimination
+    score: 6.177987233968452e-05
+
+- text: الجو حلو النهارده ومزاجي رايق.
+  output:
+  - label: Neutral
+    score: 0.9996935129165649
+  - label: Offensive
+    score: 8.360472565982491e-05
+  - label: Racism
+    score: 8.307467942358926e-05
+  - label: Religious Discrimination
+    score: 7.166535215219483e-05
+  - label: Sexism
+    score: 6.817518442403525e-05
+
+- text: ربنا يكرم بقي
+  output:
+  - label: Neutral
+    score: 0.9996790885925293
+  - label: Racism
+    score: 9.369126928504556e-05
+  - label: Offensive
+    score: 8.728997636353597e-05
+  - label: Sexism
+    score: 7.185162394307554e-05
+  - label: Religious Discrimination
+    score: 6.815723463660106e-05
+
+- text: المسلمين و المسيحيين ايد واحده
+  output:
+  - label: Neutral
+    score: 0.9995753169059753
+  - label: Religious Discrimination
+    score: 0.00018269731663167477
+  - label: Racism
+    score: 0.00010355251288274303
+  - label: Offensive
+    score: 7.555521733593196e-05
+  - label: Sexism
+    score: 6.293723708949983e-05
+
+- text: إنت غبي ومحدش طايقك.
+  output:
+  - label: Offensive
+    score: 0.9991933703422546
+  - label: Sexism
+    score: 0.0003336789377499372
+  - label: Religious Discrimination
+    score: 0.00016878142196219414
+  - label: Racism
+    score: 0.00015242300287354738
+  - label: Neutral
+    score: 0.0001517057535238564
+
+- text: كفاية بقى تفاهة يا ولاد كذا...
+  output:
+  - label: Offensive
+    score: 0.9990781545639038
+  - label: Sexism
+    score: 0.00037458923179656267
+  - label: Racism
+    score: 0.000291738921077922
+  - label: Neutral
+    score: 0.00012822129065170884
+  - label: Religious Discrimination
+    score: 0.00012722807878162712
+
+- text: اخرس شويه بقي
+  output:
+  - label: Offensive
+    score: 0.9991931319236755
+  - label: Sexism
+    score: 0.0003191738505847752
+  - label: Neutral
+    score: 0.00016810539818834513
+  - label: Religious Discrimination
+    score: 0.00016681390115991235
+  - label: Racism
+    score: 0.00015283490938600153
+
+- text: كل الستات ما يعرفوش يسوقوا.
+  output:
+  - label: Sexism
+    score: 0.9995362758636475
+  - label: Offensive
+    score: 0.00013705063611268997
+  - label: Religious Discrimination
+    score: 0.00011684132914524525
+  - label: Neutral
+    score: 0.00010987235873471946
+  - label: Racism
+    score: 9.996256994782016e-05
+
+- text: البنات لازم يقعدوا في البيت.
+  output:
+  - label: Sexism
+    score: 0.9995285272598267
+  - label: Offensive
+    score: 0.0001513037277618423
+  - label: Neutral
+    score: 0.00011781435023294762
+  - label: Religious Discrimination
+    score: 0.00011129838094348088
+  - label: Racism
+    score: 9.102458716370165e-05
+
+- text: الستات مبتعرفش تسوق
+  output:
+  - label: Sexism
+    score: 0.9995216131210327
+  - label: Offensive
+    score: 0.00014647189527750015
+  - label: Neutral
+    score: 0.00012976766447536647
+  - label: Religious Discrimination
+    score: 0.00010765341721707955
+  - label: Racism
+    score: 9.454880637349561e-05
+
+- text: مش بحب أتعامل مع السود.
+  output:
+  - label: Racism
+    score: 0.9993932247161865
+  - label: Neutral
+    score: 0.0002437636285321787
+  - label: Offensive
+    score: 0.00015556033758912235
+  - label: Religious Discrimination
+    score: 0.00010805160854943097
+  - label: Sexism
+    score: 9.933744877343997e-05
+
+- text: الخلايجة كده دايمًا، شايفين نفسهم.
+  output:
+  - label: Racism
+    score: 0.9995430707931519
+  - label: Offensive
+    score: 0.0001469338167225942
+  - label: Sexism
+    score: 0.00010587665747152641
+  - label: Religious Discrimination
+    score: 0.00010272463987348601
+  - label: Neutral
+    score: 0.00010147325519938022
+
+- text: الخلايجه كلهم ولاد كلب
+  output:
+  - label: Racism
+    score: 0.9995269775390625
+  - label: Offensive
+    score: 0.00017615519755054265
+  - label: Sexism
+    score: 0.00010926152026513591
+  - label: Religious Discrimination
+    score: 0.0001019195988192223
+  - label: Neutral
+    score: 8.565541065763682e-05
+
+- text: الناس اللي بتصلي دول منافقين.
+  output:
+  - label: Religious Discrimination
+    score: 0.9987323880195618
+  - label: Neutral
+    score: 0.0007236517849378288
+  - label: Sexism
+    score: 0.00036698306212201715
+  - label: Racism
+    score: 0.00010111296433024108
+  - label: Offensive
+    score: 7.585762068629265e-05
+
+- text: دينك مش صح، ولازم تغيره.
+  output:
+  - label: Religious Discrimination
+    score: 0.9994857311248779
+  - label: Neutral
+    score: 0.00024439653498120606
+  - label: Sexism
+    score: 0.00010205681610386819
+  - label: Offensive
+    score: 9.713304461911321e-05
+  - label: Racism
+    score: 7.06951177562587e-05
 
-# 🟢 Neutral
-- text: "إزيك يا صاحبي؟ عامل ايه؟"  # Neutral greeting in Egyptian Arabic
-  prediction: {'label': 'Neutral', 'score': 0.9996803998947144}
-- text: "الجو حلو النهارده ومزاجي رايق."  # Neutral comment about the weather
-  prediction: {'label': 'Neutral', 'score': 0.9996935129165649}
-- text: "ربنا يكرم بقي"  # Religious expression with positive tone
-  prediction: {'label': 'Neutral', 'score': 0.9996790885925293}
-- text: "المسلمين و المسيحيين ايد واحده"  # Promoting unity between religions
-  prediction: {'label': 'Neutral', 'score': 0.9995753169059753}
-
-# 🔴 Offensive (non-targeted)
-- text: "إنت غبي ومحدش طايقك."  # Generic insult, offensive but not targeted by group
-  prediction: {'label': 'Offensive', 'score': 0.9991933703422546}
-- text: "كفاية بقى تفاهة يا ولاد كذا..."  # Offensive phrase directed at a group
-  prediction: {'label': 'Offensive', 'score': 0.9990781545639038}
-- text: "اخرس شويه بقي"  # Aggressive command, offensive
-  prediction: {'label': 'Offensive', 'score': 0.9991931319236755}
-
-# ♀️ Sexism
-- text: "كل الستات ما يعرفوش يسوقوا."  # Sexist generalization about women
-  prediction: {'label': 'Sexism', 'score': 0.9995362758636475}
-- text: "البنات لازم يقعدوا في البيت."  # Reinforcing gender roles
-  prediction: {'label': 'Sexism', 'score': 0.9995285272598267}
-- text: "الستات مبتعرفش تسوق"  # Another variation of sexist stereotype
-  prediction: {'label': 'Sexism', 'score': 0.9995216131210327}
-
-# 🏴 Racism
-- text: "مش بحب أتعامل مع السود."  # Racial discrimination
-  prediction: {'label': 'Racism', 'score': 0.9993932247161865}
-- text: "الخلايجة كده دايمًا، شايفين نفسهم."  # Stereotyping Gulf Arabs
-  prediction: {'label': 'Racism', 'score': 0.9995430707931519}
-- text: "الخلايجه كلهم ولاد كلب"  # Explicit hate speech targeting Gulf nationals
-  prediction: {'label': 'Racism', 'score': 0.9995269775390625}
-
-# 🕋 Religious Discrimination
-- text: "الناس اللي بتصلي دول منافقين."  # Attacking religious people
-  prediction: {'label': 'Religious Discrimination', 'score': 0.9987323880195618}
-- text: "دينك مش صح، ولازم تغيره."  # Discriminating based on religion
-  prediction: {'label': 'Religious Discrimination', 'score': 0.9994857311248779}
-- text: "المسلمين و المسيحيين مش ايد واحده"  # Suggesting division between religions
-  prediction: {'label': 'Religious Discrimination', 'score': 0.9993454813957214}
+- text: المسلمين و المسيحيين مش ايد واحده
+  output:
+  - label: Religious Discrimination
+    score: 0.9993454813957214
+  - label: Neutral
+    score: 0.0004249837074894458
+  - label: Sexism
+    score: 8.618667925475165e-05
+  - label: Racism
+    score: 7.340563752222806e-05
+  - label: Offensive
+    score: 7.000174809945747e-05
 
 datasets:
 - IbrahimAmin/egyptian-arabic-hate-speech