Datasets:

legexbenchmark
/

code

@@ -1,14 +1,28 @@
 # LEGEX — Reproduction Bundle (release/icml2026)
-LEGEX is an expert-coded benchmark for civil-judgment review-table
 extraction: judgments from the highest civil courts of 19 jurisdictions,
 annotated by legal experts on a shared schema (monetary outcomes, cost
 allocation, party structure, industry classification), against which we
 evaluate two commercial review-table systems (Harvey, Legora) and two
 schema-constrained LLM pipelines (Gemini, ChatGPT). This bundle is the
-versioned code + data payload behind the paper LEGEX: An Eight-Jurisdiction
-Benchmark for Legal Review-Table Extraction (ICML 2026 Workshop on AI for
-Law). It contains an eight-jurisdiction core benchmark (≥100 judgments each,
 double-annotated on a 28–30-case overlap) and eleven preview jurisdictions.
 The release consists of three Hugging Face repositories, pinned to the
@@ -101,18 +115,17 @@ bash scripts/reproduce_paper.sh
 git status data/analysis
 ```
-## Unpublished ata
 The expert-annotated XLSX workbooks (`data/<cc>/Goldenset_*_final*.xlsx`)
-behind the goldensets arenot published: Microsoft Office embeds author
 metadata, and the re-annotation assignment structure could identify
-individual annotators. The gold labels are published in full as
-`goldensets/data/<cc>/goldenset_<cc>.jsonl` with primary + anonymized secondary
-annotator rows, and every analysis in this bundle runs from those published
-files, the workbooks are not needed for reproduction.
-## Alternative Annotator Test (AAT).
-The AAT (Calderon, Reichart & Dror,
 ACL 2025, [arXiv:2501.10970](https://arxiv.org/abs/2501.10970)) is run with
 the authors' original implementation via the adapter
 `scripts/alt_test_reference.py`, which extracts `alt_test()` from the
@@ -137,7 +150,7 @@ The scrapers that built the corpus are included (`legex/scrapers/`, one file
 per jurisdiction; see `docs/Jurisdictions.md` for the per-country catalogue).
 ```bash
-cp .env.template .env
 uv run legex-run
 ```

+---
+license: mit
+pretty_name: "LEGEX Reproduction Bundle: Code, Pipeline, and Analysis Outputs"
+language:
+  - en
+tags:
+  - legal
+  - benchmark
+  - llm-evaluation
+  - information-extraction
+  - reproducibility
+viewer: false
+---
 # LEGEX — Reproduction Bundle (release/icml2026)
+**LEGEX** is an expert-coded benchmark for civil-judgment review-table
 extraction: judgments from the highest civil courts of 19 jurisdictions,
 annotated by legal experts on a shared schema (monetary outcomes, cost
 allocation, party structure, industry classification), against which we
 evaluate two commercial review-table systems (Harvey, Legora) and two
 schema-constrained LLM pipelines (Gemini, ChatGPT). This bundle is the
+versioned code + data payload behind the paper *LEGEX: An Eight-Jurisdiction
+Benchmark for Legal Review-Table Extraction* (ICML 2026 Workshop on AI for
+Law); it contains an eight-jurisdiction core benchmark (≥100 judgments each,
 double-annotated on a 28–30-case overlap) and eleven preview jurisdictions.
 The release consists of three Hugging Face repositories, pinned to the
 git status data/analysis
 ```
+## Unpublished raw data — scope
 The expert-annotated XLSX workbooks (`data/<cc>/Goldenset_*_final*.xlsx`)
+behind the goldensets are **not published**: Microsoft Office embeds author
 metadata, and the re-annotation assignment structure could identify
+individual annotators. The gold *labels* are published in full as
+`goldensets/data/<cc>/goldenset_<cc>.jsonl` (primary + anonymized secondary
+annotator rows), and every analysis in this bundle runs from those published
+files — the workbooks are not needed for reproduction.
+**Alternative Annotator Test (AAT).** The AAT (Calderon, Reichart & Dror,
 ACL 2025, [arXiv:2501.10970](https://arxiv.org/abs/2501.10970)) is run with
 the authors' original implementation via the adapter
 `scripts/alt_test_reference.py`, which extracts `alt_test()` from the
 per jurisdiction; see `docs/Jurisdictions.md` for the per-country catalogue).
 ```bash
+cp .env.template .env   # then fill in what you need
 uv run legex-run
 ```