Update README.md

README.md

@@ -29,31 +29,32 @@ configs:
 # Dataset Card for "WikiAnswers Small"
 
 ## Dataset Summary
-`nikhilchigali/wikianswers_small` is a subset of the `embedding-data/WikiAnswers` dataset ([Link](https://huggingface.co/datasets/embedding-data/WikiAnswers)). This dataset is for the owner's personal use and claims no rights whatsoever. 
-As opposed to the original dataset with `3,386,256` rows, this dataset contains only 4% of the total rows (1,095,326).
+`nikhilchigali/wikianswers_small` is a subset of the `embedding-data/WikiAnswers` dataset ([Link](https://huggingface.co/datasets/embedding-data/WikiAnswers)).  
+As opposed to the original dataset with `3,386,256` rows, this dataset contains only 4% of the total rows(sets). The sets of sentences have been unraveled into individual items with corresponding cluster IDs to identify sentences from the same set.
 
 ## Languages
 English.
 
 ## Dataset Structure
-Each example in the dataset contains 25 equivalent sentences and is formatted as a dictionary with the key "set" and a list with the sentences as "value".
+Each example in the dataset contains a sentence and its cluster id of other equivalent sentences. The sentences in the same cluster are paraphrases of each other.
 ```
-{"set": [sentence_1, sentence_2, ..., sentence_25]}
-{"set": [sentence_1, sentence_2, ..., sentence_25]}
+{"sentence": [sentence], "cluster": [cluster_id]}
+{"sentence": [sentence], "cluster": [cluster_id]}
+{"sentence": [sentence], "cluster": [cluster_id]}
 ...
-{"set": [sentence_1, sentence_2, ..., sentence_25]}
+{"sentence": [sentence], "cluster": [cluster_id]}
 ```
 ### Usage Example
 Install the 🤗 Datasets library with `pip install datasets` and load the dataset from the Hub with:
 ```python
 from datasets import load_dataset
-dataset = load_dataset("embedding-data/WikiAnswers")
+dataset = load_dataset("nikhilchigali/wikianswers_small")
 ```
 The dataset is loaded as a `DatasetDict` and has the format for `N` examples:
 ```python
 DatasetDict({
     train: Dataset({
-        features: ['set'],
+        features: ['sentence', "cluster"],
         num_rows: N
     })
 })
@@ -63,4 +64,6 @@ Review an example `i` with:
 dataset["train"][i]["set"]
 ```
 ### Source Data
-* `embedding-data/WikiAnswers` on HuggingFace ([Link](https://huggingface.co/datasets/embedding-data/WikiAnswers))
+* `embedding-data/WikiAnswers` on HuggingFace ([Link](https://huggingface.co/datasets/embedding-data/WikiAnswers))
+
+#### Note: This dataset is for the owner's personal use and claims no rights whatsoever.