Update README.md

README.md

@@ -10,53 +10,20 @@ license:
 multilinguality:
 - monolingual
 paperswithcode_id: null
-pretty_name: WikiTableQuestions
-size_categories:
-- 10K<n<100K
+pretty_name: SOTAB_CTA
 source_datasets:
 - original
-task_categories:
-- question-answering
 task_ids: []
 tags:
-- table-question-answering
+- table-annotation
 dataset_info:
 - config_name: random-split-1
   features:
   - name: id
     dtype: string
-  - name: question
-    dtype: string
-  - name: answers
-    sequence: string
-  - name: table
-    struct:
-    - name: header
-      sequence: string
-    - name: rows
-      sequence:
-        sequence: string
-    - name: name
-      dtype: string
-  splits:
-  - name: train
-    num_bytes: 30364389
-    num_examples: 11321
-  - name: test
-    num_bytes: 11423506
-    num_examples: 4344
-  - name: validation
-    num_bytes: 7145768
-    num_examples: 2831
-  download_size: 29267445
-  dataset_size: 48933663
-- config_name: random-split-2
-  features:
-  - name: id
-    dtype: string
-  - name: question
-    dtype: string
-  - name: answers
+  - name: column_index
+    dtype: int
+  - name: label
     sequence: string
   - name: table
     struct:
@@ -69,106 +36,19 @@ dataset_info:
       dtype: string
   splits:
   - name: train
-    num_bytes: 30098954
-    num_examples: 11314
+    num_bytes: 
+    num_examples: 130471
   - name: test
-    num_bytes: 11423506
-    num_examples: 4344
+    num_bytes: 
+    num_examples: 15040
   - name: validation
-    num_bytes: 7411203
-    num_examples: 2838
-  download_size: 29267445
-  dataset_size: 48933663
-- config_name: random-split-3
-  features:
-  - name: id
-    dtype: string
-  - name: question
-    dtype: string
-  - name: answers
-    sequence: string
-  - name: table
-    struct:
-    - name: header
-      sequence: string
-    - name: rows
-      sequence:
-        sequence: string
-    - name: name
-      dtype: string
-  splits:
-  - name: train
-    num_bytes: 28778697
-    num_examples: 11314
-  - name: test
-    num_bytes: 11423506
-    num_examples: 4344
-  - name: validation
-    num_bytes: 8731460
-    num_examples: 2838
-  download_size: 29267445
-  dataset_size: 48933663
-- config_name: random-split-4
-  features:
-  - name: id
-    dtype: string
-  - name: question
-    dtype: string
-  - name: answers
-    sequence: string
-  - name: table
-    struct:
-    - name: header
-      sequence: string
-    - name: rows
-      sequence:
-        sequence: string
-    - name: name
-      dtype: string
-  splits:
-  - name: train
-    num_bytes: 30166421
-    num_examples: 11321
-  - name: test
-    num_bytes: 11423506
-    num_examples: 4344
-  - name: validation
-    num_bytes: 7343736
-    num_examples: 2831
-  download_size: 29267445
-  dataset_size: 48933663
-- config_name: random-split-5
-  features:
-  - name: id
-    dtype: string
-  - name: question
-    dtype: string
-  - name: answers
-    sequence: string
-  - name: table
-    struct:
-    - name: header
-      sequence: string
-    - name: rows
-      sequence:
-        sequence: string
-    - name: name
-      dtype: string
-  splits:
-  - name: train
-    num_bytes: 30333964
-    num_examples: 11316
-  - name: test
-    num_bytes: 11423506
-    num_examples: 4344
-  - name: validation
-    num_bytes: 7176193
-    num_examples: 2836
-  download_size: 29267445
-  dataset_size: 48933663
+    num_bytes: 
+    num_examples: 16840
+  download_size: 
+  dataset_size: 162351
 ---
 
-# Dataset Card for WikiTableQuestions
+# Dataset Card for SOTAB
 
 ## Table of Contents
 - [Dataset Description](#dataset-description)
@@ -195,19 +75,19 @@ dataset_info:
 
 ## Dataset Description
 
-- **Homepage:** [WikiTableQuestions homepage](https://nlp.stanford.edu/software/sempre/wikitable)
-- **Repository:** [WikiTableQuestions repository](https://github.com/ppasupat/WikiTableQuestions)
-- **Paper:** [Compositional Semantic Parsing on Semi-Structured Tables](https://arxiv.org/abs/1508.00305)
-- **Leaderboard:** [WikiTableQuestions leaderboard on PaperWithCode](https://paperswithcode.com/dataset/wikitablequestions)
+- **Homepage:** [SOTAB homepage](https://webdatacommons.org/structureddata/sotab/)
+- **Repository:** [SOTAB repository](https://github.com/wbsg-uni-mannheim/wdc-sotab)
+- **Paper:** [SOTAB: The WDC Schema.org Table Annotation Benchmark](https://ceur-ws.org/Vol-3320/paper1.pdf)
+- **Leaderboard:** [SOTAB leaderboard on PaperWithCode](https://paperswithcode.com/paper/sotab-the-wdc-schema-org-table-annotation)
 - **Point of Contact:** [Needs More Information]
 
 ### Dataset Summary
 
-The WikiTableQuestions dataset is a large-scale dataset for the task of question answering on semi-structured tables.
+The SOTAB dataset is a large-scale dataset for the task of column type annotation on semi-structured tables.
 
 ### Supported Tasks and Leaderboards
 
-question-answering, table-question-answering
+table-annotation, column-type-annotation
 
 ### Languages
 
@@ -219,9 +99,9 @@ en
 
 #### default
 
-- **Size of downloaded dataset files:** 29.27 MB
-- **Size of the generated dataset:** 47.90 MB
-- **Total amount of disk used:** 77.18 MB
+- **Size of downloaded dataset files:** 
+- **Size of the generated dataset:** 
+- **Total amount of disk used:** 
 
 An example of 'validation' looks as follows:
 ```
@@ -257,8 +137,8 @@ The data fields are the same among all splits.
 ### Data Splits
 
 | name  |train|validation|test |
-|-------|----:|---------:|----:|
-|default|11321|      2831|4344|
+|-------|-----:|---------:|----:|
+|default|130471|     16840|15040|
 
 ## Dataset Creation
 
@@ -317,20 +197,9 @@ Creative Commons Attribution Share Alike 4.0 International
 ### Citation Information
 
 ```
-@inproceedings{pasupat-liang-2015-compositional,
-    title = "Compositional Semantic Parsing on Semi-Structured Tables",
-    author = "Pasupat, Panupong and Liang, Percy",
-    booktitle = "Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
-    month = jul,
-    year = "2015",
-    address = "Beijing, China",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/P15-1142",
-    doi = "10.3115/v1/P15-1142",
-    pages = "1470--1480",
-}
+
 ```
 
 ### Contributions
 
-Thanks to [@SivilTaram](https://github.com/SivilTaram) for adding this dataset.
+Thanks to [@ShivangiBithel](https://github.com/shivangibithel) for adding this dataset.