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20212026
most citedNonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation

10 citations · 35 across the 18 of their papers we have counts for

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20 papers · 1 filter

cs.CL2026

AILQA: Evaluating AI-Driven Legal Question Answering Systems for the Indian Legal System

Shubham Kumar Nigam, Shubham Kumar Mishra, Noel Shallum +2

This comprehensive study introduces an advanced Artificial Intelligence for Indian Legal Question Answering (AILQA) system tailored to the Indian legal context. AILQA leverages a v…

cs.CL2026

IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages

Shubham Kumar Nigam, Suparnojit Sarkar, Piyush Patel

Most existing medical dialogue systems operate in a single-turn question--answering paradigm or rely on template-based datasets, limiting conversational realism and multilingual ap…

cs.CL2026

NyayaMind- A Framework for Transparent Legal Reasoning and Judgment Prediction in the Indian Legal System

Parjanya Aditya Shukla, Shubham Kumar Nigam, Debtanu Datta +5

Court Judgment Prediction and Explanation (CJPE) aims to predict a judicial decision and provide a legally grounded explanation for a given case based on the facts, legal issues, a…

cs.CL2026

MedAidDialog: A Multilingual Multi-Turn Medical Dialogue Dataset for Accessible Healthcare

Shubham Kumar Nigam, Suparnojit Sarkar, Piyush Patel

Conversational artificial intelligence has the potential to assist users in preliminary medical consultations, particularly in settings where access to healthcare professionals is…

cs.CL2025

ReGal: A First Look at PPO-based Legal AI for Judgment Prediction and Summarization in India

Shubham Kumar Nigam, Tanuj Tyagi, Siddharth Shukla +6

This paper presents an early exploration of reinforcement learning methodologies for legal AI in the Indian context. We introduce Reinforcement Learning-based Legal Reasoning (ReGa…

cs.CL2025

IBPS: Indian Bail Prediction System

Puspesh Kumar Srivastava, Uddeshya Raj, Praveen Patel +3

Bail decisions are among the most frequently adjudicated matters in Indian courts, yet they remain plagued by subjectivity, delays, and inconsistencies. With over 75% of India's pr…