Update README.md

README.md

@@ -22,6 +22,63 @@ dataset_info:
   download_size: 152389
   dataset_size: 417639
 ---
-# Dataset Card for "setfit-absa-semeval-laptop"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+# Dataset Card for "tomaarsen/setfit-absa-semeval-laptops"
+
+### Dataset Summary
+
+This dataset contains the manually annotated laptop reviews from SemEval-2014 Task 4, in the format as
+understood by SetFit ABSA.
+
+For more details, see https://aclanthology.org/S14-2004/
+
+### Data Instances
+
+An example of 'train' looks as follows.
+
+```
+{'text': 'I charge it at night and skip taking the cord with me because of the good battery life.', 'span': 'cord', 'label': 'neutral', 'ordinal': 0}
+{'text': 'I charge it at night and skip taking the cord with me because of the good battery life.', 'span': 'battery life', 'label': 'positive', 'ordinal': 0}     
+{'text': 'The tech guy then said the service center does not do 1-to-1 exchange and I have to direct my concern to the "sales" team, which is the retail shop which I bought my netbook from.', 'span': 'service center', 'label': 'negative', 'ordinal': 0}
+{'text': 'The tech guy then said the service center does not do 1-to-1 exchange and I have to direct my concern to the "sales" team, which is the retail shop which I bought my netbook from.', 'span': '"sales" team', 'label': 'negative', 'ordinal': 0}
+{'text': 'The tech guy then said the service center does not do 1-to-1 exchange and I have to direct my concern to the "sales" team, which is the retail shop which I bought my netbook from.', 'span': 'tech guy', 'label': 'neutral', 'ordinal': 0}
+```
+
+### Data Fields
+
+The data fields are the same among all splits.
+
+- `text`: a `string` feature.
+- `span`: a `string` feature showing the aspect span from the text.
+- `label`: a `string` feature showing the polarity of the aspect span.
+- `ordinal`: an `int64` feature showing the n-th occurrence of the span in the text. This is useful for if the span occurs within the same text multiple times.
+
+### Data Splits
+
+|  name   |train|validation|test|
+|---------|----:|---------:|---:|
+|tomaarsen/setfit-absa-semeval-laptops|2358|49|654|
+
+### Citation Information
+
+```
+@inproceedings{pontiki-etal-2014-semeval,
+    title = "{S}em{E}val-2014 Task 4: Aspect Based Sentiment Analysis",
+    author = "Pontiki, Maria  and
+      Galanis, Dimitris  and
+      Pavlopoulos, John  and
+      Papageorgiou, Harris  and
+      Androutsopoulos, Ion  and
+      Manandhar, Suresh",
+    editor = "Nakov, Preslav  and
+      Zesch, Torsten",
+    booktitle = "Proceedings of the 8th International Workshop on Semantic Evaluation ({S}em{E}val 2014)",
+    month = aug,
+    year = "2014",
+    address = "Dublin, Ireland",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/S14-2004",
+    doi = "10.3115/v1/S14-2004",
+    pages = "27--35",
+}
+```