Mapped All Australian High Court Cases 1901-2025
π‘Learn to build legal knowledge graphs with embeddings + clustering on 7k cases (tutorial included)
β‘ 30-Second TL;DR
What Changed
Processed Open Australian Legal Corpus with Kanon 2 Enricher for citations, dates, and party names.
Why It Matters
Enables semantic exploration of legal precedents, revealing topical clusters and citation dynamics for legal AI research.
What To Do Next
Download Open Australian Legal Corpus and run Kanon 2 Enricher on your legal docs for citation extraction.
Key Points
- β’Processed Open Australian Legal Corpus with Kanon 2 Enricher for citations, dates, and party names.
- β’Generated embeddings via Kanon 2 Embedder, reduced to 3D with PaCMAP, clustered with K-means and TF-IDF labels.
- β’Visualized ~20,000 High Court citations with sentiment (neutral/grey, supportive/green, overruling/red).
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Original source: Reddit r/LocalLLaMA β
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