1. IBPS: Indian Bail Prediction System, with Puspesh Kumar Srivastava, Uddeshya Raj, Praveen Patel, Noel Shallum, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

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2. Segment First, Retrieve Better: Realistic Legal Search via Rhetorical Role-Based Queries, with Tanmay Dubey, Noel Shallum, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

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3. NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System, with Balaramamahanthi Deepak Patnaik, Shivam Mishra,  Ajay Varghese Thomas, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

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4. TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context, with Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

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5. Structured Legal Document Generation in India: A Model-Agnostic Wrapper Approach with VidhikDastaavej, with Balaramamahanthi Deepak Patnaik, Ajay Varghese Thomas, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

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6. LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification, with Tanmay Dubey, Govind Sharma, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

International Conference on Computational Linguistics (NAACL 2025)

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7. NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis, with Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models]

International Conference on Computational Linguistics (COLING 2025)

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8. Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models, with Aniket Deroy, Subhankar Maity, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models][🤗 HF Dataset]

Natural Legal Language Processing Workshop (NLLP 2024) on Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)

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9. Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts, with Anurag Sharma, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya 

[📝 Proceedings][📚 arXiv][💻 GitHub][🤗 HF Models][🤗 HF Dataset]

Association for Computational Linguistics (ACL 2024)

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10. LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases, with Shaurya Vats, Atharva Zope, Somsubhra De, Anurag Sharma, Upal Bhattacharya, Shouvik Kumar Guha, Koustav Rudra, and Kripabandhu Ghosh 

[📝 Proceedings][💻 GitHub]

Empirical Methods in Natural Language Processing (EMNLP 2023) 

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11. Fact-based Court Judgment Prediction, with Aniket Deroy 

[📝 Proceedings] [📚 arXiv]

Forum for Information Retrieval Evaluation (FIRE 2023) 

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12. Legal Question-Answering in the Indian Context: Efficacy, Challenges, and Potential of Modern AI Models, with Shubham Kumar Mishra, Ayush Kumar Mishra, Noel Shallum, and Arnab Bhattacharya,

[📝 Proceedings] [📚 arXiv] [💻 GitHub] [🤗 HF Models][🤗 HF Dataset]

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13. Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation, with Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, and Kripabandhu Ghosh 

[📝 Proceedings] [📚 arXiv] [💻 GitHub]

Association for Computational Linguistics (ACL-2023) Workshop on Semantic Evaluation (SemEval-2023) 

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14. Overview of the 3rd Symposium on Artificial Intelligence and Law (SAIL), with Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Dwaipayan Roy, Manish Shrivastava, Ponnurangam Kumaraguru, Shouvik Guha, Koustav Rudra, Paheli Bhattacharya, Arindam Pal, Aniket Deroy, and Shounak Paul 

[📝 Proceedings]

Overview paper on CEUR Workshop Proceedings (CEUR 2023)

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15. Legal IR and NLP: the History, Challenges, and State-of-the-Art, with Debasis Ganguly, Jack G. Conrad, Kripabandhu Ghosh, Saptarshi Ghosh, Pawan Goyal, Paheli Bhattacharya, and Shounak Paul 

[📝 Proceedings] [💻 GitHub]

Tutorial paper on The 45th European Conference on Information Retrieval (ECIR 2023)

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16. Semantic Segmentation of Legal Documents via Rhetorical Roles, with Vijit Malik, Rishabh Sanjay, Shouvik Guha, Angshuman Hazarika, Arnab Bhattacharya, and Ashutosh Modi 

[📝 Proceedings] [📚 arXiv] [💻 GitHub]

Natural Legal Language Processing Workshop (NLLP 2022) on Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

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17. Report on the 2nd Symposium on Artificial Intelligence and Law (SAIL) 2022, with Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Arnab Bhattacharya, Partha Pratim Chakrabarti, Shouvik Guha, Arindam Pal, Koustav Rudra, Prasenjit Majumder, Dwaipayan Roy, Ayan Bandopadhyay, Procheta Sen, Paheli Bhattacharya, Aniket Deroy, Upal Bhattacharya, and Subinay Adhikary 

[📝 Proceedings]

Special Interest Group on Information Retrieval (SIGIR Forum-2022)

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18. nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models, with Navansh Goel and Arnab Bhattacharya 

 [📝 Proceedings] [📚 arXiv] [💻 GitHub]

Sixteenth International Workshop on Juris-informatics (JURISIN 2022) associated with JSAI International Symposia on AI 2022 (IsAI-2022)

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19. Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation, with Mosab Shaheen 

[📝 Proceedings] [📚 arXiv] [💻 GitHub]

Semantic Evaluation (SemEval 2022) Workshop on North American Chapter of the Association for Computational Linguistics (NAACL 2022) 

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20. ILDC for CJPE: Indian Legal Documents Corpus (ILDC) for Court Judgment Prediction and Explanation, with Vijit Malik, Rishabh Sanjay, Kripa Ghosh, Shouvik Guha, Arnab Bhattacharya, and Ashutosh Modi 

[📝 Proceedings] [📚 arXiv] [💻 GitHub]

The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) 

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21. SwaGrader: A Honest Effort Extracting, Modular Peer-Grading Tool, with Somu Prajapati, Ayushi Gupta, and Swaprava Nath 

[📝 Proceedings]

ACM IKDD Joint International Conference on Data Science & Management of Data (CoDS-COMAD 2020)

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