Add paper/code links, license, and enhance task category

README.md

@@ -1,68 +1,70 @@
 ---
 annotations_creators:
-  - expert-generated
+- expert-generated
 language:
-  - en
+- en
 multilinguality:
-  - monolingual
-  - translation
+- monolingual
+- translation
 size_categories:
-  - 10K<n<100K
+- 10K<n<100K
 source_datasets:
-  - original
+- original
 task_categories:
-  - text-classification
-  - zero-shot-classification
-  - feature-extraction
+- text-classification
+- zero-shot-classification
+- feature-extraction
+- other
 task_ids:
-  - natural-language-inference
-  - semantic-similarity-scoring
+- natural-language-inference
+- semantic-similarity-scoring
 pretty_name: EMED (e-MedSolution to OMOP CDM Schema Matching dataset)
 tags:
-  - schema-matching
-  - data-integration
-  - healthcare
-  - omop-cdm
-  - e-medsolution
-  - medical-informatics
-  - tabular-schema
+- schema-matching
+- data-integration
+- healthcare
+- omop-cdm
+- e-medsolution
+- medical-informatics
+- tabular-schema
+license: other
 configs:
-  - config_name: default
-    default: true
-    data_files:
-      - split: train
-        path: data/train.csv
-      - split: validation
-        path: data/validation.csv
-      - split: test
-        path: data/test.csv
+- config_name: default
+  default: true
+  data_files:
+  - split: train
+    path: data/train.csv
+  - split: validation
+    path: data/validation.csv
+  - split: test
+    path: data/test.csv
 dataset_info:
   features:
-    - name: omop
-      dtype: string
-    - name: table
-      dtype: string
-    - name: des1
-      dtype: string
-    - name: des2
-      dtype: string
-    - name: label
-      dtype: int64
-    - name: d1
-      dtype: string
-    - name: d2
-      dtype: string
-    - name: d3
-      dtype: string
-    - name: d4
-      dtype: string
+  - name: omop
+    dtype: string
+  - name: table
+    dtype: string
+  - name: des1
+    dtype: string
+  - name: des2
+    dtype: string
+  - name: label
+    dtype: int64
+  - name: d1
+    dtype: string
+  - name: d2
+    dtype: string
+  - name: d3
+    dtype: string
+  - name: d4
+    dtype: string
   splits:
-    - name: train
-      num_examples: 64957
-    - name: validation
-      num_examples: 8126
-    - name: test
-      num_examples: 8121
+  - name: train
+    num_examples: 64957
+  - name: validation
+    num_examples: 8126
+  - name: test
+    num_examples: 8121
 ---
 
 # EMED: Healthcare Schema Matching Dataset
@@ -73,6 +75,8 @@ dataset_info:
 
 Schema matching in healthcare requires aligning complex, domain-specific clinical tables and attributes across heterogeneous standards. EMED provides **81,204** candidate attribute pairs across **55** e-MedSolution source tables (**804** attributes) and **7** OMOP CDM target tables (**101** attributes), with **239** verified positive matches.
 
+This dataset is described in the paper [Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching](https://huggingface.co/papers/2501.08686). The accompanying code is available at [https://github.com/machuangtao/kg-rag4sm](https://github.com/machuangtao/kg-rag4sm).
+
 ## Dataset Creation Pipeline
 
 The **EMED** dataset was created and annotated with the following three-stage pipeline:
@@ -174,4 +178,4 @@ If you use the **EMED** dataset in your research, please cite the following work
   journal={E{\"o}tv{\"o}s Lor{\'a}nd University, Tech. Rep.},
   year={2020}
 }
-```
+```