2025

1. Sourav Das, Kripabandhu Ghosh, Can LLMs be Literary Companions?: Analyzing LLMs on Bengali Figures of Speech Identification, has just been accepted as a long paper at EMNLP 2025 (Main Conference). New!

2. Amartya Roy, Devarish N, Shreya Ganguly, Kripabandhu Ghosh, Causal-LLM: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery has been accepted as a long paper at EMNLP 2025 (Findings). New!

3. Upal Bhattacharya, Aniket Deroy, Dr. Ayan Bandyopadhyay, Shouvik Kumar Guha, Koustav Rudra, Kripabandhu Ghosh, and Saptarshi Ghosh ARDI: A New Dataset for Automatic Advocate Recommendation in the Indian Legal System, has been accepted in Artificial Intelligence and Law, Springer. New!

4. Sarkar, Sougata, Aditya Badwal, Amartya Roy, Koustav Rudra, and Kripabandhu Ghosh. "CryptOpiQA: A New Opinion and Question Answering Dataset on Cryptocurrency." In Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), 11107-11120. 2025.

5. Nigam, Shubham Kumar, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya. "NYAYAANUMANA and INLEGALLLAMA: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis." In Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), 11135-11160. 2025.

6. Nigam, Shubham Kumar, Tanmay Dubey, Govind Sharma, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya. "LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification." NAACL (Findings), 2025.

7. Danush Khanna, Pratinav Seth, Sidhaarth Sredharan Murali, Aditya Kumar Guru, Siddharth Shukla, Tanuj Tyagi, SANDEEP CHAURASIA, Kripabandhu Ghosh. SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations.  ACL 2025

2024

1. Nigam, Shubham Kumar, Anurag Sharma, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, and Arnab Bhattacharya. "Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts." In Findings of the Association for Computational Linguistics: ACL 2024, 4296-4315. 2024.

2. Deroy, Aniket, Kripabandhu Ghosh, and Saptarshi Ghosh. "Ensemble Methods for Improving Extractive Summarization of Legal Case Judgements." Artificial Intelligence and Law 32, no. 1 (2024): 231-289.

3. Chhikara, Garima, Anurag Sharma, Kripabandhu Ghosh, and Abhijnan Chakraborty. "Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification." Preprint, arXiv:2402.18502, 2024.

4. Deroy, Aniket, Naksatra Kumar Bailung, Kripabandhu Ghosh, Saptarshi Ghosh, and Abhijnan Chakraborty. "Artificial Intelligence (AI) in Legal Data Mining." Preprint, arXiv:2405.14707, 2024.

5. Chhikara, Garima, Anurag Sharma, V. Gurucharan, Kripabandhu Ghosh, and Abhijnan Chakraborty. "LaMSUM: A Novel Framework for Extractive Summarization of User Generated Content Using LLMs." Preprint, arXiv:2406.15809, 2024.

6. Jakhmola, Yash, Madhurima Panja, Nitish Kumar Mishra, Kripabandhu Ghosh, Uttam Kumar, and Tanujit Chakraborty. "Spatiotemporal Forecasting of Traffic Flow using Wavelet-based Temporal Attention." IEEE Access (2024).

7. Roy, Amartya, Danush Khanna, Devanshu Mahapatra, Vasanthakumar, Avirup Das, and Kripabandhu Ghosh. "Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs." Preprint, arXiv:2409.16371, 2024.

8. Gupta, Ayushman, Akhil Bhogal, and Kripabandhu Ghosh. "Multilingual Controlled Generation And Gold-Standard-Agnostic Evaluation of Code-Mixed Sentences." Preprint, arXiv:2410.10580, 2024.

9. Gupta, Ayushman, Akhil Bhogal, and Kripabandhu Ghosh. "Code-Mixer Ya Nahi: Novel Approaches to Measuring Multilingual LLMs' Code-Mixing Capabilities." Preprint, arXiv:2410.11079, 2024.

2023

1. Vats, Shaurya, Atharva Zope, Somsubhra De, Anurag Sharma, Upal Bhattacharya, Shubham Kumar Nigam, Shouvik Guha, Koustav Rudra, and Kripabandhu Ghosh. "LLMs - the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases." In Findings of the Association for Computational Linguistics: EMNLP 2023. 2023.

2. Nigam, Shubham Kumar, Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, and Kripabandhu Ghosh. "Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation." In Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). 2023.

3. Deroy, Aniket, Kripabandhu Ghosh, and Saptarshi Ghosh. "How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization?" In Proceedings of the 2023 International Conference on Artificial Intelligence and Law (ICAIL 2023), 8-19. 2023.

4. Ghosh, Kripabandhu, Thomas Mandl, Prasenjit Majumder, and Mandar Mitra. "Working Notes of FIRE 2023 - Forum for Information Retrieval Evaluation (FIRE-WN 2023)." CEUR Workshop Proceedings 3681. 2023.

5. Tatawat, Shriyank, and Kripabandhu Ghosh. "CricGPT: A GPT-aided Question-Answering System for Cricket." In Proceedings of the 15th Forum for Information Retrieval Evaluation (FIRE 2023), 44-50. 2023.

6. Sinha, Aman, Priyanshu Raj Mall, Dwaipayan Roy, and Kripabandhu Ghosh. "A Comparative Analysis of Retrievability and PageRank Measures." In Proceedings of the 15th Forum for Information Retrieval Evaluation (FIRE 2023), 67-72. 2023.