Update README.md

README.md

@@ -1951,7 +1951,7 @@ The raw Q&A dataset is offered in 75 language-specific subsets with one default
 - *Optionally:* **`topic`**: One of eight broad categories (e.g., “Traveling and Hospitality”).  
 - *Optionally:* **`question_type`**: (What, Who, How, Why, When, Where, etc.).
 
-> **Note**: The Q&A dataset does not include an official train/validation/test split. If you require such splits (e.g., for training models), you can create them programmatically or consider using the separate [WebFAQ retrieval dataset splits](#overview). Furthermore, the language is not given as a field in the dataset, as it is specified through the selected subset. The topic and question type are optional fields that are only present in the 49 language subsets with ≥100 websites.  
+> **Note**: The Q&A dataset does not include an official train/validation/test split. If you require such splits (e.g., for training models), you can create them programmatically or consider using the separate [WebFAQ retrieval dataset splits](#overview). Furthermore, the language is not given as a field in the dataset, as it is specified through the selected subset. The topic and question type are optional fields that are only present in the 49 language subsets with ≥100 websites.
 
 ## Examples
 
@@ -1974,7 +1974,7 @@ Below is an example in Python using the 🤗 [Datasets library](https://github.c
 ```python
 from datasets import load_dataset
 
-dataset = load_dataset("anonymous202501/webfaq", config="eng")["default"]
+dataset = load_dataset("anonymous202501/webfaq", "eng")["default"]
 
 print(dataset[0])
 # Example output:
@@ -2003,7 +2003,7 @@ Please note the following considerations when using the WebFAQ Q&A dataset:
 
 The WebFAQ Q&A dataset is shared under [**Creative Commons Attribution 4.0 (CC BY 4.0)**](https://creativecommons.org/licenses/by/4.0/) license.  
 
-> **Note**: The dataset is derived from public webpages in Common Crawl snapshots (2022–2024) and intended for **research purposes**. Each FAQ’s text is published by the original website under their terms. Downstream users should verify any usage constraints from the **original websites** as well as [Common Crawl’s Terms of Use](https://commoncrawl.org/terms-of-use/).  
+> **Note**: The dataset is derived from public webpages in Common Crawl snapshots (2022–2024) and intended for **research purposes**. Each FAQ’s text is published by the original website under their terms. Downstream users should verify any usage constraints from the **original websites** as well as [Common Crawl’s Terms of Use](https://commoncrawl.org/terms-of-use/).
 
 ## Citation