Update README.md

README.md

@@ -14,6 +14,7 @@ size_categories:
 # Dataset Card for Zelai Haundi
 
 <!-- Provide a quick summary of the dataset. -->
+Zelai-Haundi: A Big Open Dataset to Feed the next Gen of Basque LLMs
 
 This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
 
@@ -82,7 +83,7 @@ The corpus is released in jsonl format. Each document contains the following pro
 ### Source Data
 
 <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
-This is a corpus of Basque language. It contains 559.380.531 raw tokens. It was gathered from various web sources and contains data up to 2023/12/31. 
+This is a corpus of Basque language. It contains 559.380.531 raw tokens. It was gathered from various web sources and contains data up to 2024/02/23. 
 The corpus is comprised of documents from various sources. All documents included have a free license, but each source has its own license. The following table summarizes corpus statistics and license information. 
 
 
@@ -107,6 +108,8 @@ The corpus is comprised of documents from various sources. All documents include
 
 #### Data Collection and Processing
 
+Data collection efforts were performed between 2024/01/01-2024/02/23.
+
 <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
 
 [More Information Needed]
@@ -126,6 +129,12 @@ The corpus is comprised of documents from various sources. All documents include
 ## Bias, Risks, and Limitations
 
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
+This 
+
+Furthermore, text coming from susa (literature) and subtitles sources, may content hate speech, slurs or explicit language.
+We decided to include them in the corpus, to ensure that the corpus contains conversational data.
+We did not perform any cleaning or censoring of those, since it might be needed for tasks like hate speech detection.
+We suggest filtering those before pretraining an LLM for end tasks like interactive chat.
 
 [More Information Needed]
 
@@ -139,14 +148,15 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
 
-**BibTeX:**
-
-[More Information Needed]
-
-**APA:**
+We plan to release a paper soon, but, for now, please, cite as follows:
 
-[More Information Needed]
+**BibTeX:**
 
+@misc{ZelaiHaundi,
+ title     = "{Zelai-Haundi: A Big Open Dataset to Feed the next Gen of Basque LLMs}",
+ author    = "{Iñaki, Gorka, Xabi, Ander}",
+ url       = "https://huggingface.co/datasets/orai-nlp/ZelaiHaundi",    
+ year = 2024 }
 
 ## More Information [optional]