Add proper YAML metadata and citations

README.md

@@ -1,22 +1,84 @@
-# AgriIR Agricultural Knowledge Dataset
+---
+yaml:
+  arxiv: 2604.16353
+  annotations:
+    - notes: Agricultural policy queries and knowledge entries for Indian agricultural information access
+      schema: multichoice
+  configs:
+    - config_name: default
+      dataset_info:
+        features:
+          - name: text
+            dtype: string
+          - name: metadata
+            dtype: string
+          - name: category
+            dtype: string
+          - name: quality_score
+            dtype: float
+        split: raw
+        subset_num_bytes: 678000000
+        total_num_examples: 15247
+  dataset_info:
+    - config_name: default
+      features:
+        - name: text
+          dtype: string
+        - name: metadata
+          dtype: string
+        - name: category
+          dtype: string
+        - name: quality_score
+          dtype: float
+      split: raw
+      subset_num_bytes: 678000000
+      total_num_examples: 15247
+  language:
+    - en
+  license: cc-by-4.0
+  modalities:
+    - text
+  papers:
+    primary: https://doi.org/10.1007/978-3-032-21324-2_37
+    arxiv: https://arxiv.org/abs/2604.16353
+  tags:
+    - agrir
+    - agriculture
+    - information-retrieval
+    - rag
+    - domain-specific
+    - indian-agriculture
+    - retrieval-augmented-generation
+  type: domain-specific-knowledge-dataset
+---
 
-<p align="center">
+<div align="center">
   <a href="https://arxiv.org/abs/2604.16353">
-    <img src="https://img.shields.io/badge/arXiv-2604.16353-red?style=for-the-badge" alt="arXiv">
+    <img src="https://img.shields.io/badge/arXiv-2604.16353-red?style=flat-square" alt="arXiv">
   </a>
   <a href="https://doi.org/10.1007/978-3-032-21324-2_37">
-    <img src="https://img.shields.io/badge/DOI-10.1007/978--green?style=for-the-badge" alt="DOI">
+    <img src="https://img.shields.io/badge/DOI-10.1007/978-3-032-21324--2_37-green?style=flat-square" alt="DOI">
   </a>
-  <img src="https://img.shields.io/badge/dataset-HuggingFace-yellow?style=for-the-badge" alt="HuggingFace">
-</p>
+  <a href="https://creativecommons.org/licenses/by/4.0/">
+    <img src="https://img.shields.io/badge/License-CC%20BY%204.0-blue?style=flat-square" alt="License: CC BY 4.0">
+  </a>
+</div>
 
-## Overview
+# AgriIR Agricultural Knowledge Dataset
 
 This dataset accompanies the **AgriIR** paper - a scalable framework for domain-specific knowledge retrieval in agricultural contexts. The dataset contains curated agricultural policy queries and retrieved knowledge entries specifically designed for Indian agricultural information access.
 
+## Dataset Overview
+
+- **Total Entries**: 15,247 agricultural knowledge entries
+- **Domain**: Indian Agricultural Information Access
+- **Format**: JSONL (JSON Lines)
+- **Size**: ~1.9GB (compressed ~678MB)
+- **Language**: English
+
 ## Citation
 
-If you use this dataset, please cite the original paper. You can use either the arXiv or Springer version:
+If you use this dataset, please cite the original paper. The Springer/ECMIR version is the official peer-reviewed publication.
 
 ### Springer/Conference Citation (Recommended for academic publications)
 
@@ -49,43 +111,30 @@ If you use this dataset, please cite the original paper. You can use either the
 }
 ```
 
-**Note**: The Springer version (published in ECMIR 2026) is the official peer-reviewed publication. The arXiv version may contain additional technical details.
-
-## Dataset Details
-
-- **Total Entries**: 15,247 agricultural knowledge entries
-- **Domain**: Indian Agricultural Information Access
-- **Format**: JSONL (JSON Lines)
-- **Size**: ~1.9GB (compressed ~678MB)
-
 ## Authors
 
-- **Shuvam Banerji Seal** [[GitHub]](https://github.com/Shuvam-Banerji-Seal) [[Email]](mailto:sbs22ms076@iiserkol.ac.in)  
+- **Shuvam Banerji Seal** [GitHub](https://github.com/Shuvam-Banerji-Seal) | [Email](mailto:sbs22ms076@iiserkol.ac.in)  
   Indian Institute of Science Education and Research, Kolkata, India
 
-- **Aheli Poddar** [[GitHub]](https://github.com/XAheli) [[Email]](mailto:aheli.poddar2022@iem.edu.in)  
+- **Aheli Poddar** [GitHub](https://github.com/XAheli) | [Email](mailto:aheli.poddar2022@iem.edu.in)  
   Institute of Engineering & Management, Kolkata, India
 
-- **Alok Mishra** [[Email]](mailto:maa24ms215@iiserkol.ac.in)  
+- **Alok Mishra** [Email](mailto:maa24ms215@iiserkol.ac.in)  
   Indian Institute of Science Education and Research, Kolkata, India
 
-- **Dwaipayan Roy** [[GitHub]](https://github.com/dwaipayanroy) [[Email]](mailto:dwaipayan.roy@iiserkol.ac.in)  
+- **Dwaipayan Roy** [GitHub](https://github.com/dwaipayanroy) | [Email](mailto:dwaipayan.roy@iiserkol.ac.in)  
   Indian Institute of Science Education and Research, Kolkata, India
 
 ## Related Links
 
 - 📄 **arXiv Paper**: https://arxiv.org/abs/2604.16353
-- 📚 **Springer Chapter**: https://doi.org/10.1007/978-3-032-21324-2_37
+- 📚 **Springer/ECMIR Chapter**: https://doi.org/10.1007/978-3-032-21324-2_37
 - 💻 **GitHub Repository**: https://github.com/Shuvam-Banerji-Seal/AgriIR
 - 🎥 **Video Demonstration**: https://bit.ly/AgriIR
 
 ## License
 
-<a href="https://creativecommons.org/licenses/by/4.0/">
-  <img src="https://img.shields.io/badge/License-CC%20BY%204.0-blue?style=for-the-badge" alt="License: CC BY 4.0">
-</a>
-
-This dataset is released under the Creative Commons Attribution 4.0 International License.
+This dataset is released under the [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/).
 
 ---