Update README.md

README.md

@@ -19,15 +19,9 @@ task_categories:
 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
+tags:
+- legal
+- law
 ---
 
 # Dataset Card for "LegalLAMA"
@@ -60,24 +54,35 @@ LegalLAMA is a diverse probing benchmark suite comprising 8 sub-tasks that aims
 | Crime Charges (US)                   | `us_crimes`          | 4,518     | 118         | 59     |
 | Legal Terminology (US)               | `us_terms`           | 5,829     | 308         | 7      |
 
+### Usage
+
+Load a specific sub-corpus, given the corpus alias, as presented above.
+
+```python
+from datasets import load_dataset
+dataset = load_dataset('lexlms/legal_lama', name='ecthr_terms')
+```
+
 ### 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://arxiv.org/abs/2305.07507)
+*2022. In the Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics. Toronto, Canada.*](https://aclanthology.org/2023.acl-long.865/)
 ```
-@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,
+@inproceedings{chalkidis-etal-2023-lexfiles,
+    title = "{L}e{XF}iles and {L}egal{LAMA}: Facilitating {E}nglish Multinational Legal Language Model Development",
+    author = "Chalkidis, Ilias  and
+      Garneau, Nicolas  and
+      Goanta, Catalina  and
+      Katz, Daniel  and
+      S{\o}gaard, Anders",
+    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
+    month = jul,
     year = "2023",
     address = "Toronto, Canada",
     publisher = "Association for Computational Linguistics",
-    url = "https://arxiv.org/abs/2305.07507",
+    url = "https://aclanthology.org/2023.acl-long.865",
+    pages = "15513--15535",
 }
+
 ```