PulseAugur
EN
LIVE 07:21:44

New dataset details Indian matrimonial court judgments

Researchers have introduced IMLJD, a new dataset containing 3,613 Indian court judgments related to matrimonial disputes. The dataset spans Supreme Court cases from 2000 to 2024 and Karnataka High Court cases from 2018 to 2024, including structured outcome labels and a knowledge graph. Analysis reveals a higher success rate for quashing petitions at the Supreme Court (57.6%) compared to the Karnataka High Court (39.7%). The dataset, code, and knowledge graph are publicly available. AI

IMPACT Provides a structured dataset for potential NLP research in legal analysis.

RANK_REASON The cluster describes the release of a new academic dataset and associated analysis. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New dataset details Indian matrimonial court judgments

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The cluster describes the release of a new academic dataset and associated analysis. [lever_c_demoted from research: ic=1 ai=0.4]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
paper, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
Standard
On-topic for AI-industry coverage; kept in the public index.
Story freshness
106 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Joy Bose ·

    IMLJD: A Computational Dataset for Indian Matrimonial Litigation Analysis

    We present IMLJD, an open dataset of 3,613 Indian court judgments covering matrimonial disputes under IPC Section 498A, the Protection of Women from Domestic Violence Act, and CrPC Section 482. The dataset covers the Supreme Court of India from 2000 to 2024 (1,474 cases) and the …