D Datta, M K Chilukuri, Y Kumar, S Ghosh, M B Zafar. Do LLM hallucination detectors suffer from low-resource effect? In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Association for Computational Linguistics, Morocco, 2026. DOI: https://doi.org/10.18653/v1/2026.eacl-long.136 [Core A]
K Das*, D Datta*, M Basu, S Ghosh. Humanitarian Classification of Crisis-related Microblogs in Bengali: A Comparison of Multilingual Pre-trained Language Models. In International Journal of Disaster Risk Reduction (IJDRR), Elsevier, 2025. DOI: https://doi.org/10.1016/j.ijdrr.2025.105673
S Mahapatra*, D Datta*, S Soni, A Goswami, S Ghosh. MILPaC: A Novel Benchmark for Evaluating Translation of Legal Text to Indian Languages. In ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP), 2024. DOI: https://doi.org/10.1145/3748313
D Datta*, S Soni*, R Mukherjee, S Ghosh. MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics, Singapore, 2023. DOI: https://doi.org/10.18653/v1/2023.emnlp-main.321 [Core A*]
D Datta, R Mukherjee, A Goswami, S Ghosh. Advantages of Domain Knowledge Injection for Legal Document Summarization: A Case Study on Summarizing Indian Court Judgments in English and Hindi. (Under Review)
D Datta, M Chatterjee, A Goswami, S Ghosh. CrILDSum: A Novel Benchmark for Cross-lingual Summarization of Long Indian Legal Judgments in Low-Resource Indian Languages. (Under Review)
S Santra*, D Datta*, S Ghosh. Peeking Inside LLMs: Leveraging Internal Artifacts of LLMs for Enhancing Reliability in Legal Classification. (Under Review)
P A Shukla, S K Nigam, D Datta, B D Patnaik, N Shallum, P R Vanga, S Ghosh, A Bhattacharya. NyayaMind- A Framework for Transparent Legal Reasoning and Judgment Prediction in the Indian Legal System. (Under Review)
(* : Equal Contribution)
A Modi, S Ghosh, A Ekbal, P Goyal, S Jain, A Joshi, S Mishra, D Datta, S Paul, K B Singh, S Kumar (Editors). Proceedings of the 1st Workshop on NLP for Empowering Justice (JUST-NLP 2025). Co-located with IJCNLP-AACL 2025, Association for Computational Linguistics, 2025. DOI: https://doi.org/10.18653/v1/2025.justnlp-main [ISBN: 979-8-89176-312-8]
D Datta, S Paul, K B Singh, S Kumar, A Joshi, S Mishra, S Jain, A Ekbal, P Goyal, A Modi, S Ghosh. Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments. In Proceedings of the 1st Workshop on NLP for Empowering Justice (JUST-NLP 2025), Co-located with IJCNLP-AACL 2025, Association for Computational Linguistics, 2025. DOI: https://doi.org/10.18653/v1/2025.justnlp-main.2
K B Singh, S Kumar, D Datta, A Joshi, S Mishra, S Paul, P Goyal, S Jain, S Ghosh, A Modi, A Ekbal. Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation. In Proceedings of the 1st Workshop on NLP for Empowering Justice (JUST-NLP 2025), Co-located with IJCNLP-AACL 2025, Association for Computational Linguistics, 2025. DOI: https://doi.org/10.18653/v1/2025.justnlp-main.3
A Modi, S Ghosh, A Ekbal, P Goyal, S Jain, A Joshi, S Mishra, D Datta, S Paul, K B Singh, S Kumar. Overview of the 1st Workshop on NLP for Empowering Justice. In Proceedings of the 1st Workshop on NLP for Empowering Justice (JUST-NLP 2025), Co-located with IJCNLP-AACL 2025, Association for Computational Linguistics, 2025. DOI: https://doi.org/10.18653/v1/2025.justnlp-main.1