Shubham Kumar Nigam

33 papers B 1Journal 19Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MedAidDialog: A Multilingual Multi-Turn Medical Dialogue Dataset for Accessible Healthcare. CoRR Shubham Kumar Nigam, Suparnojit Sarkar, Piyush Patel
2025	J	`jnl`	IBPS: Indian Bail Prediction System. CoRR Puspesh Kumar Srivastava, Uddeshya Raj, Praveen Patel, Shubham Kumar Nigam, Noel Shallum, Arnab Bhattacharya
2025	—	`conf`	LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification. NAACL (Findings) Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	J	`jnl`	LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification. CoRR Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	B	`conf`	NYAYAANUMANA and INLEGALLLAMA: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis. COLING Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	—	`conf`	NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System. IJCNLP-AACL (long papers) Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Ajay Varghese Thomas, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	J	`jnl`	NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System. CoRR Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Ajay Varghese Thomas, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	J	`jnl`	ReGal: A First Look at PPO-based Legal AI for Judgment Prediction and Summarization in India. CoRR Shubham Kumar Nigam, Tanuj Tyagi, Siddharth Shukla, Aditya Kumar Guru, Balaramamahanthi Deepak Patnaik, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	J	`jnl`	Seeing Justice Clearly: Handwritten Legal Document Translation with OCR and Vision-Language Models. CoRR Shubham Kumar Nigam, Parjanya Aditya Shukla, Noel Shallum, Arnab Bhattacharya
2025	J	`jnl`	Segment First, Retrieve Better: Realistic Legal Search via Rhetorical Role-Based Queries. CoRR Shubham Kumar Nigam, Tanmay Dubey, Noel Shallum, Arnab Bhattacharya
2025	J	`jnl`	Structured Legal Document Generation in India: A Model-Agnostic Wrapper Approach with VidhikDastaavej. CoRR Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Ajay Varghese Thomas, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	—	`conf`	TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context. IJCNLP-AACL (Findings) Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2025	J	`jnl`	TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context. CoRR Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2024	—	`conf`	Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts. ACL (Findings) Shubham Kumar Nigam, Anurag Sharma, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2024	J	`jnl`	Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts. CoRR Shubham Kumar Nigam, Anurag Sharma, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2024	J	`jnl`	NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis. CoRR Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya
2024	J	`jnl`	Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models. CoRR Shubham Kumar Nigam, Aniket Deroy, Subhankar Maity, Arnab Bhattacharya
2023	J	`jnl`	Comparative Analysis of Artificial Intelligence for Indian Legal Question Answering (AILQA) Using Different Retrieval and QA Models. CoRR Shubham Kumar Nigam, Shubham Kumar Mishra, Ayush Kumar Mishra, Noel Shallum, Arnab Bhattacharya
2023	—	`conf`	Fact-based Court Judgment Prediction. FIRE Shubham Kumar Nigam, Aniket Deroy
2023	J	`jnl`	Fact-based Court Judgment Prediction. CoRR Shubham Kumar Nigam, Aniket Deroy
2023	—	`conf`	LLMs - the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases. EMNLP (Findings) Shaurya Vats, Atharva Zope, Somsubhra De, Anurag Sharma, Upal Bhattacharya, Shubham Kumar Nigam, Shouvik Kumar Guha, Koustav Rudra, Kripabandhu Ghosh
2023	—	`conf`	Legal IR and NLP: The History, Challenges, and State-of-the-Art. ECIR (3) Debasis Ganguly, Jack G. Conrad, Kripabandhu Ghosh, Saptarshi Ghosh, Pawan Goyal, Paheli Bhattacharya, Shubham Kumar Nigam, Shounak Paul
2023	—	`conf`	Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation. SemEval@ACL Shubham Kumar Nigam, Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, Kripabandhu Ghosh
2023	J	`jnl`	Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation. CoRR Shubham Kumar Nigam, Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, Kripabandhu Ghosh
2022	J	`jnl`	Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation. CoRR Shubham Kumar Nigam, Mosab Shaheen
2022	—	`conf`	Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation. SemEval@NAACL Mosab Shaheen, Shubham Kumar Nigam
2022	—	`conf`	Semantic Segmentation of Legal Documents via Rhetorical Roles. NLLP@EMNLP Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Angshuman Hazarika, Shubham Kumar Nigam, Arnab Bhattacharya, Ashutosh Modi
2022	—	`conf`	nigam@COLIEE-22: Legal Case Retrieval and Entailment Using Cascading of Lexical and Semantic-Based Models. JSAI-isAI Workshops Shubham Kumar Nigam, Navansh Goel, Arnab Bhattacharya
2022	J	`jnl`	nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models. CoRR Shubham Kumar Nigam, Navansh Goel
2021	—	`conf`	ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation. ACL/IJCNLP (1) Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripabandhu Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi
2021	J	`jnl`	ILDC for CJPE: Indian Legal Documents Corpus for Court JudgmentPrediction and Explanation. CoRR Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripabandhu Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi
2021	J	`jnl`	Semantic Segmentation of Legal Documents via Rhetorical Roles. CoRR Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Shubham Kumar Nigam, Angshuman Hazarika, Arnab Bhattacharya, Ashutosh Modi
2020	—	`conf`	SwaGrader: A Honest Effort Extracting, Modular Peer-Grading Tool. COMAD/CODS Somu Prajapati, Ayushi Gupta, Shubham Kumar Nigam, Swaprava Nath