Update README.md

README.md

@@ -10,12 +10,20 @@ size_categories:
 ---
 Vietnamese NewsSapo Dataset
 
-This is an additional dataset from news-corpus [1] with 31728183 samples.
+The Vietnamese NewsSapo dataset was constructed to train sentence/passage embeddings. Our dataset is structured in a "title-abstract-contents" format, where each news article is represented by a tuple of (title, abstract, content). The content is the main text body of the article and has been processed to remove images, videos, and other non-textual elements. The dataset contains 31,728,183 triples.
 
 To build this dataset, we followed a two-step process:
 
-Step 1: Collect news data from 2021-11/2023. Combine with news-corpus to form 1 unified dataset.
+Step 1: Collect news data from 2021-11/2023. Combine with Binhvq News Corpus to form a unified dataset.
 
 Step 2: Extract title-sapo-content for each article.
 
-[1] https://github.com/binhvq/news-corpus
+
+### Please cite our manuscript if this dataset is used for your work
+```
+  @article{duc2024towards,
+    title={Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models},
+    author={Nguyen Quang Duc, Le Hai Son, Nguyen Duc Nhan, Nguyen Dich Nhat Minh, Le Thanh Huong, Dinh Viet Sang},
+    journal={arXiv preprint arXiv:2403.01616},
+    year={2024}
+  }