LegalPetitionsClassification

tags: legal, classification, legal documents

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'LegalPetitionsClassification' dataset is a collection of legal documents specifically curated for the task of classifying legal petitions. Each document has been preprocessed to identify the core legal issues and classified into different categories based on their legal nature. This can aid in legal research, automated legal document processing, or for training machine learning models for legal text analysis.

CSV Content Preview:

"CaseID","DocumentTitle","PetitionText","Label"

"001","Petition for Divorce","This petition requests the dissolution of marriage due to irreconcilable differences and seeks alimony and child custody arrangements.","FamilyLaw"

"002","Petition for Injunction","The petitioner seeks an immediate injunction to prevent the plaintiff from continuing with the current business practices, alleging unfair competition and intellectual property theft.","BusinessLaw"

"003","Petition for Eminent Domain","This document lays out the grounds for the government's acquisition of private land for public use and requests fair compensation for the property owner.","RealEstateLaw"

"004","Petition for Environmental Protection","The petitioner urges the court to impose restrictions on a corporation to prevent environmental damage due to its waste disposal practices.","EnvironmentalLaw"

"005","Petition for Deportation","This legal document argues against the deportation of an individual on the grounds of potential human rights violations and seeks reconsideration of the decision.","ImmigrationLaw"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=LegalPetitionsClassification&tags=legal,+classification,+legal+documents
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub