Add arxiv link and citation

OpenExempt.py

@@ -7,7 +7,17 @@ _DESCRIPTION = "OpenExempt is a diagnostic benchmark for legal reasoning in lang
 _HOMEPAGE = "https://github.com/servantez/OpenExempt"
 _LICENSE = "CC BY 4.0"
 _VERSION = datasets.Version("1.0.0")
-_CITATION = """"""
+_CITATION = """
+@misc{servantez2026openexemptdiagnosticbenchmarklegal,
+      title={OpenExempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on Demand}, 
+      author={Sergio Servantez and Sarah B. Lawsky and Rajiv Jain and Daniel W. Linna Jr. and Kristian Hammond},
+      year={2026},
+      eprint={2601.13183},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2601.13183}, 
+}
+"""
 
 _SUITES = {
     "advanced_competency": {

README.md

@@ -38,7 +38,7 @@ dataset_info:
 # Dataset Card for OpenExempt
 OpenExempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on Demand.
 
-- **Paper:**
+- **Paper: http://arxiv.org/abs/2601.13183**
 - **Repository: https://github.com/servantez/OpenExempt**
 
 - **License: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)**
@@ -80,4 +80,18 @@ OpenExempt examples contain the following data fields:
 - `prompt`: The natural-language task prompt presented to the model, including the factual scenario, instructions, and relevant statutes.  
 - `solution`: The gold solution for the task, expressed as a string (often containing structured content).  
 - `config`: The configuration parameters used to construct the example, expressed as a string.  
-- `case`: The case details for the example, expressed as a string.  
+- `case`: The case details for the example, expressed as a string.
+
+### Citation Information
+
+```
+@misc{servantez2026openexemptdiagnosticbenchmarklegal,
+      title={OpenExempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on Demand}, 
+      author={Sergio Servantez and Sarah B. Lawsky and Rajiv Jain and Daniel W. Linna Jr. and Kristian Hammond},
+      year={2026},
+      eprint={2601.13183},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2601.13183}, 
+}
+```