Create README.md

README.md

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+---
+annotations_creators:
+- no-annotation
+language_creators:
+- found
+language:
+- en
+license:
+- cc-by-nc-sa-4.0
+multilinguality:
+- monolingual
+size_categories:
+- 1K<n<10K
+source_datasets:
+- extended
+task_categories:
+- text-generation
+- fill-mask
+task_ids:
+- masked-language-modeling
+pretty_name: LegalLAMA
+configs:
+- canadian_sections
+- cjeu_terms
+- contract_sections
+- contract_types
+- ecthr_articles
+- ecthr_terms
+- us_crimes
+- us_terms
+---
+
+# Dataset Card for "LegalLAMA"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Dataset Specifications](#supported-tasks-and-leaderboards)
+ 
+## Dataset Description
+- **Homepage:** https://github.com/coastalcph/lexlms
+- **Repository:** https://github.com/coastalcph/lexlms
+- **Paper:** https://arxiv.org/abs/xxx
+- **Point of Contact:** [Ilias Chalkidis](mailto:ilias.chalkidis@di.ku.dk)
+
+### Dataset Summary
+
+LegalLAMA is a diverse probing benchmark suite comprising 8 sub-tasks that aims to assess the acquaintance of legal knowledge that PLMs acquired in pre-training.
+
+### Dataset Specifications
+
+| Corpus                               | Corpus alias         | Examples  | Avg. Tokens | Labels |
+|--------------------------------------|----------------------|-----------|-------------|--------|
+| Criminal Code Sections (Canada)      | `canadian_sections`  | 321       | 72          | 144    |
+| Legal Terminology (EU)               | `cjeu_term`          | 2,127     | 164         | 23     |
+| Contractual Section Titles (US)      | `contract_sections`  | 1,527     | 85          | 20     |
+| Contract Types (US)                  | `contract_types`     | 1,089     | 150         | 15     |
+| ECHR Articles (CoE)                  | `ecthr_articles`     | 5,072     | 69          | 13     |
+| Legal Terminology (CoE)              | `ecthr_terms`        | 6,803     | 97          | 250    |
+| Crime Charges (US)                   | `us_crimes`          | 4,518     | 118         | 59     |
+| Legal Terminology (US)               | `us_terms`           | 5,829     | 308         | 7      |
+
+### Citation
+
+[*Ilias Chalkidis\*, Nicolas Garneau\*, Catalina E.C. Goanta, Daniel Martin Katz, and Anders Søgaard.*
+*LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development.*
+*2022. In the Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics. Toronto, Canada.*](https://aclanthology.org/xxx/)
+```
+@inproceedings{chalkidis-garneau-etal-2023-lexlms,
+    title = {{LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development}},
+    author = "Chalkidis*, Ilias and 
+              Garneau*, Nicolas and
+              Goanta, Catalina and 
+              Katz, Daniel Martin and 
+              Søgaard, Anders",
+    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics",
+    month = june,
+    year = "2023",
+    address = "Toronto, Canada",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/xxx",
+}
+```