Update README.md

README.md

@@ -20,7 +20,9 @@ size_categories:
 
 ## Dataset Description
 
-CsFEVERv2 is a dataset for Czech fact-checking developed as part of a bachelor thesis at the Artificial Intelligence Center of the Faculty of Electrical Engineering of the Czech technical university in Prague.
+CsFEVERv2 is a dataset for Czech fact-checking developed as part of a bachelor thesis at the Artificial Intelligence Center of the Faculty of Electrical Engineering of the Czech technical university in Prague. The dataset consists of an **original** subset, which is only an iteration of CsFEVER with new data and better processing and **f1**, **precision**, and **07** subsets filtered using an NLI model and optimized threshold values. The subset **wiki_pages** is a processed Wikipedia dump from August 2022 with correct revids. This subset should be used to map evidence from datasets to Wikipedia texts. 
+
+The original subset can generate other filtered datasets by filtering with other thresholds using predicted_label and predicted_score fields.
 
 ### Languages
 
@@ -30,12 +32,89 @@ Czech
 
 ### Data Instances
 
-[More Information Needed]
+#### original
+An example of 'train' looks as follows.
+```
+{'id': 75397,
+ 'label': 'SUPPORTS',
+ 'predicted_label': 'SUPPORTS',
+ 'predicted_score': 0.921731
+ 'claim': 'Nikolaj Coster-Waldau pracoval pro Fox Broadcasting Company.',
+ 'evidence': [ [ "Nikolaj Coster-Waldau", "Nikolaj Coster-Waldau" ], [ "Fox Broadcasting Company", "Fox Broadcasting Company" ] ]}
+```
+
+#### f1, precision, 07
+An example of 'train' looks as follows.
+```
+{'id': 75397,
+ 'label': 'SUPPORTS',
+ 'claim': 'Nikolaj Coster-Waldau pracoval pro Fox Broadcasting Company.',
+ 'evidence': [ [ "Nikolaj Coster-Waldau", "Nikolaj Coster-Waldau" ], [ "Fox Broadcasting Company", "Fox Broadcasting Company" ] ]}
+```
+
+#### wiki_pages
+An example of 'wiki_pages' looks as follows.
+```
+{'id': 80916,
+ 'revid': 20561555,
+ 'url': "https://cs.wikipedia.org/wiki?curid=80916",
+ 'title': "Altruismus",
+ 'text': "Altruismus (z lat. "alter", druhý, 3. pád "altrui", druhému) je moderní ..."}
+```
 
 ### Data Fields
 
-[More Information Needed]
+#### original
+
+- `id`: a `int32` feature.
+- `label`: a `string` feature.
+- `predicted_label`: a `string` feature. (label predicted by NLI model)
+- `predicted_score`: a `int32` feature. ()
+- `claim`: a `string` feature.
+- `evidence`: a `sequence` feature.
+
+#### f1, precision, 07
+
+- `id`: a `int32` feature.
+- `label`: a `string` feature.
+- `claim`: a `string` feature.
+- `evidence`: a `sequence` feature.
+
+#### wiki_pages
+- `id`: a `int32` feature.
+- `revid`: a `int32` feature.
+- `url`: a `string` feature.
+- `title`: a `string` feature.
+- `text`: a `string` feature.
+
 
 ### Data Splits
 
-[More Information Needed]
+### Data Splits
+#### original
+|          |  train | dev  | test  |
+|----------|-------:|-----:|------:|
+| original | 118950 | 7458 | 7520  |
+
+#### f1
+
+|    | train | dev  | test |
+|----|------:|-----:|-----:|
+| f1 | 83438 | 5445 | 5328 |
+
+#### precision
+
+|           |  train | dev  | test  |
+|-----------|-------:|--- -:|------:|
+| precision | 60828  | 4288 |  4236 |
+
+#### 07
+
+|    |  train | dev  | test  |
+|----|-------:|--- -:|------:|
+| 07 | 108607 | 6685 | 6623  |
+
+#### wiki_pages
+|            | wiki_pages |
+|------------|-----------:|
+| wiki_pages |    825078  |