IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2025
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| _version_ | 1866913924147838976 |
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| author | Deshmukh, Sneha Kamble, Prathmesh |
| author_facet | Deshmukh, Sneha Kamble, Prathmesh |
| contents | Legal NLP remains underdeveloped in regions like India due to the scarcity of structured datasets. We introduce IndianBailJudgments-1200, a new benchmark dataset comprising 1200 Indian court judgments on bail decisions, annotated across 20+ attributes including bail outcome, IPC sections, crime type, and legal reasoning. Annotations were generated using a prompt-engineered GPT-4o pipeline and verified for consistency. This resource supports a wide range of legal NLP tasks such as outcome prediction, summarization, and fairness analysis, and is the first publicly available dataset focused specifically on Indian bail jurisprudence. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2507_02506 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders Deshmukh, Sneha Kamble, Prathmesh Computation and Language Artificial Intelligence Machine Learning 91B14, 68T50 I.2.7; K.4.1; K.5.2 Legal NLP remains underdeveloped in regions like India due to the scarcity of structured datasets. We introduce IndianBailJudgments-1200, a new benchmark dataset comprising 1200 Indian court judgments on bail decisions, annotated across 20+ attributes including bail outcome, IPC sections, crime type, and legal reasoning. Annotations were generated using a prompt-engineered GPT-4o pipeline and verified for consistency. This resource supports a wide range of legal NLP tasks such as outcome prediction, summarization, and fairness analysis, and is the first publicly available dataset focused specifically on Indian bail jurisprudence. |
| title | IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders |
| topic | Computation and Language Artificial Intelligence Machine Learning 91B14, 68T50 I.2.7; K.4.1; K.5.2 |
| url | https://arxiv.org/abs/2507.02506 |