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LexChronos: An Agentic Framework for Structured Event Timeline Extraction in Indian Jurisprudence
Anka Chandrahas Tummepalli, Preethu Rose Anish
Understanding and predicting judicial outcomes demands nuanced analysis of legal documents. Traditional approaches treat judgments and proceedings as unstructured text, limiting th…
Vichara: Appellate Judgment Prediction and Explanation for the Indian Judicial System
Pavithra PM Nair, Preethu Rose Anish
In jurisdictions like India, where courts face an extensive backlog of cases, artificial intelligence offers transformative potential for legal judgment prediction. A critical subs…
Generating Clarification Questions for Disambiguating Contracts
Anmol Singhal, Chirag Jain, Preethu Rose Anish +2
Enterprises frequently enter into commercial contracts that can serve as vital sources of project-specific requirements. Contractual clauses are obligatory, and the requirements de…
Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective
Anmol Singhal, Preethu Rose Anish, Shirish Karande +1
Commercial contracts are known to be a valuable source for deriving project-specific requirements. However, contract negotiations mainly occur among the legal counsel of the partie…