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Update lextreme.py

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add rcds/swiss_law_area_prediction and rcds/swiss_judgment_prediction_xl datasets

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  1. lextreme.py +89 -0
lextreme.py CHANGED
@@ -162,6 +162,85 @@ _SWISS_JUDGMENT_PREDICTION = {
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  "label_classes": ["dismissal", "approval"],
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  }
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  _SWISS_CRITICLALITY_PREDICTION_BGE_FACTS = {
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  "task_type": TaskType.SLTC,
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  "hf_hub_name": "rcds/legal_criticality_prediction",
@@ -4093,6 +4172,16 @@ class LEXTREME(datasets.GeneratorBasedBuilder):
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  LextremeConfig(name="swiss_criticality_prediction_bge_considerations", **_SWISS_CRITICLALITY_PREDICTION_BGE_CONSIDERATIONS),
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  LextremeConfig(name="swiss_criticality_prediction_citation_facts", **_SWISS_CRITICLALITY_PREDICTION_CITATION_FACTS),
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  LextremeConfig(name="swiss_criticality_prediction_citation_considerations", **_SWISS_CRITICLALITY_PREDICTION_CITATION_CONSIDERATIONS),
 
 
 
 
 
 
 
 
 
 
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  # MLTC tasks
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  LextremeConfig(name="online_terms_of_service_clause_topics", **_ONLINE_TERMS_OF_SERVICE_CLAUSE_TOPICS),
 
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  "label_classes": ["dismissal", "approval"],
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  }
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+ _SWISS_JUDGMENT_PREDICTION_XL_FACTS = {
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+ "task_type": TaskType.SLTC,
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+ "hf_hub_name": "rcds/judgment_prediction",
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+ "input_col": "facts",
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+ "label_col": "label",
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+ "url": "https://huggingface.co/datasets/rcds/judgment_prediction",
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+ "description":
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+ """
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+ Swiss-Judgment-Prediction is a multilingual, diachronic dataset Swiss Court cases annotated with the respective binarized judgment outcome (approval/dismissal), posing a challenging text classification task.
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+ """
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+ ,
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+ "citation": """TODO add citation""",
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+ "label_classes": ["dismissal", "approval"],
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+ }
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+
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+ _SWISS_JUDGMENT_PREDICTION_XL_CONSIDERATIONS = {
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+ **_SWISS_JUDGMENT_PREDICTION_XL_FACTS,
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+ "input_col": "considerations",
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_FACTS = {
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+ "task_type": TaskType.SLTC,
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+ "hf_hub_name": "rcds/law_area_prediction",
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+ "url": "https://huggingface.co/datasets/rcds/law_area_prediction",
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+ "input_col": "facts",
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+ "label_col": "label",
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+ "config_name": "main",
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+ "description":
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+ """
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+ Law Area Prediction is a multilingual, diachronic dataset of Swiss Court (FSCS) cases annotated with a law area.
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+ """
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+ ,
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+ "citation": """TODO add citation""",
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+ "label_classes": ["civil", "public", "criminal"],
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_CONSIDERATIONS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_FACTS,
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+ "input_col": "considerations",
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_FACTS,
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+ "config_name": "civil",
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+ "label_col": "law_area",
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+ "label_classes": ['Rental and Lease', 'Employment Contract', 'Bankruptcy', 'Family', 'Competition and Antitrust', 'Intellectual Property']
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_CRIMINAL_FACTS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS,
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+ "config_name": "criminal",
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+ "label_classes": ['Substantive Criminal', 'Criminal Procedure']
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_PUBLIC_FACTS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS,
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+ "config_name": "public",
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+ "label_classes": ['Tax', 'Urban Planning and Environmental', 'Expropriation', 'Public Administration', 'Other Fiscal']
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_CIVIL_CONSIDERATIONS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS,
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+ "input_col": "considerations",
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_CRIMINAL_CONSIDERATIONS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS,
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+ "config_name": "criminal",
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+ "input_col": "considerations",
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+ "label_classes": ['Substantive Criminal', 'Criminal Procedure']
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+ }
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+
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+ _SWISS_LEGAL_AREA_PREDICTION_PUBLIC_CONSIDERATIONS = {
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+ **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS,
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+ "config_name": "public",
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+ "input_col": "considerations",
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+ "label_classes": ['Tax', 'Urban Planning and Environmental', 'Expropriation', 'Public Administration', 'Other Fiscal']
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+ }
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+
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  _SWISS_CRITICLALITY_PREDICTION_BGE_FACTS = {
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  "task_type": TaskType.SLTC,
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  "hf_hub_name": "rcds/legal_criticality_prediction",
 
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  LextremeConfig(name="swiss_criticality_prediction_bge_considerations", **_SWISS_CRITICLALITY_PREDICTION_BGE_CONSIDERATIONS),
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  LextremeConfig(name="swiss_criticality_prediction_citation_facts", **_SWISS_CRITICLALITY_PREDICTION_CITATION_FACTS),
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  LextremeConfig(name="swiss_criticality_prediction_citation_considerations", **_SWISS_CRITICLALITY_PREDICTION_CITATION_CONSIDERATIONS),
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+ LextremeConfig(name="swiss_legal_area_prediction_facts", **_SWISS_LEGAL_AREA_PREDICTION_FACTS),
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+ LextremeConfig(name="swiss_legal_area_prediction_considerations", **_SWISS_LEGAL_AREA_PREDICTION_CONSIDERATIONS),
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+ LextremeConfig(name="swiss_legal_area_prediction_civil_facts", **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_FACTS),
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+ LextremeConfig(name="swiss_legal_area_prediction_civil_considerations", **_SWISS_LEGAL_AREA_PREDICTION_CIVIL_CONSIDERATIONS),
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+ LextremeConfig(name="swiss_legal_area_prediction_criminal_facts", **_SWISS_LEGAL_AREA_PREDICTION_CRIMINAL_FACTS),
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+ LextremeConfig(name="swiss_legal_area_prediction_criminal_considerations", **_SWISS_LEGAL_AREA_PREDICTION_CRIMINAL_CONSIDERATIONS),
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+ LextremeConfig(name="swiss_legal_area_prediction_public_facts", **_SWISS_LEGAL_AREA_PREDICTION_PUBLIC_FACTS),
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+ LextremeConfig(name="swiss_legal_area_prediction_public_considerations", **_SWISS_LEGAL_AREA_PREDICTION_PUBLIC_CONSIDERATIONS),
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+ LextremeConfig(name="swiss_judgment_prediction_xl_facts", **_SWISS_JUDGMENT_PREDICTION_XL_FACTS),
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+ LextremeConfig(name="swiss_judgment_prediction_xl_considerations", **_SWISS_JUDGMENT_PREDICTION_XL_CONSIDERATIONS),
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  # MLTC tasks
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  LextremeConfig(name="online_terms_of_service_clause_topics", **_ONLINE_TERMS_OF_SERVICE_CLAUSE_TOPICS),