Australian Tax Guidance Retrieval by Isaacus is a legal information retrieval dataset consisting of 112 real-life Australian tax law questions paired with expert-annotated, relevant Australian Government tax guidance and policies. The real-life tax questions are sourced from posts by everyday Australian taxpayers on the ATO Community forum. The dataset was last updated on 2025-10-23.
Use Cases
- Evaluate legal information retrieval systems based on real-life taxpayer questions.
- Train question-answering models for tax law based on expert-annotated government guidance pairs.
- Benchmark the performance of retrieval-augmented generation (RAG) systems in the Australian legal domain.
Strengths
- Contains 112 real-life Australian tax law questions.
- Pairs questions with expert-annotated, relevant Australian Government tax guidance and policies.
- Sources questions from real taxpayer posts on the ATO Community forum.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- ATO Community forum and Australian Government tax guidance.
- Collection Method
- Questions sourced from forum posts and paired with expert-annotated relevant guidance.
- Freshness
- Last updated 2025-10-23 01:19:47; freshness should be verified.
- Geography
- Australia