umarbutler commited on
Commit
72d8584
·
verified ·
1 Parent(s): ec00129

docs: mention and link to MLEB

Browse files
Files changed (1) hide show
  1. README.md +10 -1
README.md CHANGED
@@ -68,7 +68,7 @@ configs:
68
 
69
  This dataset is intended to stress test the ability of an information retrieval model to match relevant open source licenses with summaries of their terms.
70
 
71
- To make evaluation with this dataset as easy as possible, it has been formatted in the [Massive Text Embedding Benchmark (MTEB)](https://github.com/embeddings-benchmark/mteb) information retrieval dataset format.
72
 
73
  ## Structure 🗂️
74
  As per the MTEB information retrieval dataset format, this dataset comprises three splits, `default`, `corpus` and `queries`.
@@ -86,6 +86,7 @@ This dataset was constructed by collecting all licenses available on [tl;drLegal
86
  This dataset is licensed under [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/legalcode) which allows for both non-commercial and commercial use of this dataset as long as appropriate attribution is made to it.
87
 
88
  ## Citation 🔖
 
89
  ```bibtex
90
  @misc{butler-2025-license-tldr-retrieval,
91
  author = {Butler, Abdur-Rahman},
@@ -95,4 +96,12 @@ This dataset is licensed under [CC BY 3.0](https://creativecommons.org/licenses/
95
  version = {0.1.0},
96
  url = {https://huggingface.co/datasets/isaacus/license-tldr-retrieval}
97
  }
 
 
 
 
 
 
 
 
98
  ```
 
68
 
69
  This dataset is intended to stress test the ability of an information retrieval model to match relevant open source licenses with summaries of their terms.
70
 
71
+ This dataset forms part of the [Massive Legal Embeddings Benchmark (MLEB)](https://isaacus.com/mleb), the largest, most diverse, and most comprehensive benchmark for legal text embedding models.
72
 
73
  ## Structure 🗂️
74
  As per the MTEB information retrieval dataset format, this dataset comprises three splits, `default`, `corpus` and `queries`.
 
86
  This dataset is licensed under [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/legalcode) which allows for both non-commercial and commercial use of this dataset as long as appropriate attribution is made to it.
87
 
88
  ## Citation 🔖
89
+ If you use this dataset, please cite [MLEB](https://isaacus.com/mleb) as well.
90
  ```bibtex
91
  @misc{butler-2025-license-tldr-retrieval,
92
  author = {Butler, Abdur-Rahman},
 
96
  version = {0.1.0},
97
  url = {https://huggingface.co/datasets/isaacus/license-tldr-retrieval}
98
  }
99
+
100
+ @misc{mleb-2025,
101
+ title={Massive Legal Embedding Benchmark (MLEB)},
102
+ author={Umar Butler and Abdur-Rahman Butler},
103
+ year={2025},
104
+ url={https://isaacus.com/blog/introducing-mleb},
105
+ publisher={Isaacus}
106
+ }
107
  ```