Add ArXiv ID and paper link to dataset card

Hi! I'm Niels from the community science team at Hugging Face. I noticed this dataset is part of the "Macaron" paper. This PR improves the dataset card by:
- Adding the `arxiv: 2602.10732` tag to the metadata for better discoverability.
- Adding a link to the paper at the top of the README.
- Updating the citation section with the correct ArXiv reference.

README.md

@@ -1,46 +1,48 @@
 ---
-pretty_name: Macaron
-tags:
-  - benchmark
-  - evaluation
-  - multilingual
-  - multicultural
-  - reasoning
-  - template-based
-task_categories:
-  - question-answering
-  - text-classification
 annotations_creators:
-  - expert-generated
+- expert-generated
 language:
-  - en
-  - am
-  - ar
-  - zh
-  - ka
-  - el
-  - hi
-  - id
-  - it
-  - ja
-  - ky
-  - es
-  - pt
-  - yo
-  - tl
-  - zu
-  - th
-  - tr
-  
+- en
+- am
+- ar
+- zh
+- ka
+- el
+- hi
+- id
+- it
+- ja
+- ky
+- es
+- pt
+- yo
+- tl
+- zu
+- th
+- tr
+task_categories:
+- question-answering
+- text-classification
+pretty_name: Macaron
+arxiv: 2602.10732
+tags:
+- benchmark
+- evaluation
+- multilingual
+- multicultural
+- reasoning
+- template-based
 configs:
-  - config_name: MCQ
-    data_files: "macaron_mcq.csv"
-  - config_name: True-False
-    data_files: "macaron_truefalse.csv"
+- config_name: MCQ
+  data_files: macaron_mcq.csv
+- config_name: True-False
+  data_files: macaron_truefalse.csv
 ---
 
 # Macaron
 
+[[Paper](https://huggingface.co/papers/2602.10732)]
+
 **Macaron** is a controlled, human-written benchmark for **multilingual and multicultural reasoning** created with a **template-first** approach.  
 Each example is **scenario-aligned** across **English** and a **local language**, enabling controlled comparison of reasoning under culturally grounded premises.
 
@@ -177,38 +179,7 @@ Templates are tagged with one or more **cultural aspects**, covering **22 domain
 
 Both `reasoning_category` and `cultural_aspect` fields are **multi-label**, stored as comma-separated strings in the CSV files.
 
-<!-- ### Cultural aspects
-
-Templates are also tagged with one or more **cultural aspects**, covering 22 domains of everyday life.
-
-| Cultural aspect |
-|----------------|
-| Agriculture |
-| Brands and Commerce |
-| Cities and Landmarks |
-| Death and Funerals |
-| Education |
-| Events and Festivals |
-| Famous People |
-| Fashion and Media |
-| Folklore and Folktales |
-| Food and Cuisine |
-| Language and Communication |
-| Literature and Written works |
-| Music and Art |
-| Naming |
-| Objects and Units |
-| Politics and Governance |
-| Relationships |
-| Social Customs |
-| Sports |
-| Time |
-| Transportation |
-| socio-religious aspects of life |
-
-Both `reasoning_category` and `cultural_aspect` fields are **multi-label**, stored as comma-separated strings in the CSV files.
-
---- -->
+---
 
 ## Intended use
 
@@ -249,9 +220,13 @@ ds_tpl = load_dataset("AlaaAhmed2444/Macaron", "Templates")
 If you use Macaron, please cite the accompanying paper:
 
 ```bibtex
-@misc{elsetohy_macaron,
-  title  = {Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling},
-  author = {Elsetohy, Alaa and Hadhoud, Sama and Wibowo, Haryo Akbarianto and Whitehouse, Chenxi and Winata, Genta Indra and Koto, Fajri and Aji, Alham Fikri},
-  note   = {will be updated with arXiv link}
+@misc{elsetohy2026macaron,
+  title={Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling},
+  author={Elsetohy, Alaa and Hadhoud, Sama and Wibowo, Haryo Akbarianto and Whitehouse, Chenxi and Winata, Genta Indra and Koto, Fajri and Aji, Alham Fikri},
+  year={2026},
+  eprint={2602.10732},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  url={https://arxiv.org/abs/2602.10732}
 }
-
+```