Abstract. The complexity of legal terminology and the limited availability of affordable professional support often hinder access to legal knowledge in India. LegalSphere – Your AI-powered Legal Companion – aims to bridge this gap using Natural Language Processing (NLP) and machine learning techniques. This paper surveys AI and NLP-based approaches to democratize legal access by simplifying legal language, offering intelligent query handling, and providing case-specific responses grounded in Indian laws and regulations. The paper compares transform-based models like BERT and RoBERTa in legal NLP applications and highlights system architecture, dataset strategies, and practical use cases for LegalSphere.
Keywords: Natural Language Processing, Legal AI, Transformer Models, BERT, Indian Laws, Legal Advisor.
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DOI:
10.17148/IJARCCE.2025.14654
[1] Misba Saba, Lekhna L, Mohammed Tahir, Nawaz Khan, Mr. Kumar K, "“A Survey Paper on LegalSphere – Your AI-Powered Legal Companion”," International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), DOI: 10.17148/IJARCCE.2025.14654
