Update README.md

README.md

@@ -30,4 +30,135 @@ configs:
     path: data/test-*
   - split: validation
     path: data/validation-*
+task_categories:
+- token-classification
+language:
+- es
+size_categories:
+- 100K<n<1M
 ---
+
+# Dataset Card for es-ner-massive
+
+## Dataset Details
+
+### Dataset Description
+
+The es-ner-massive dataset is a combination of three datasets: tner/wikineural, conll2002, and polyglot_ner. It is designed for Named Entity Recognition (NER) tasks. Tags are curated to be span-based and encoded according to the following convention:
+
+```python
+
+  span_to_bio = {
+      "O": 0,
+      "PER": 1,
+      'ORG': 2,
+      "LOC": 3,
+      "MISC": 4
+  }
+ 
+```
+
+
+## Dataset Details
+
+### Dataset Description
+
+The dataset was desing with the idea of combining middle size NER datasets in Spanish in order to perfom basic NER or to make Transfer Learning Operations with a solid knowledge base on the pretrained model.
+
+
+
+- **Curated by:** [The authors of the original datasets]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Language(s) (NLP):** [Spanish]
+- **License:** [More Information Needed]
+
+### Dataset Sources [optional]
+
+Here the original sources:
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+## Uses
+
+The intended use is to perform fine-tune of your pretrainned model into NER task.
+
+
+## Dataset Structure
+
+
+
+[More Information Needed]
+
+## Dataset Creation
+
+### Curation Rationale
+
+refer to the original datasets of the compilation
+
+[More Information Needed]
+
+### Source Data
+
+#### Data Collection and Processing
+
+refer to the original datasets of the compilation
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+#### Who are the source data producers?
+
+refer to the original datasets of the compilation
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+### Annotations [optional]
+
+All the original NER tags that were in a BIO schema were passed to Span Schema
+#### Annotation process
+
+refer to the original datasets of the compilation
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+#### Who are the annotators?
+
+refer to the original datasets of the compilation
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+#### Personal and Sensitive Information
+
+refer to the original datasets of the compilation
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+## Bias, Risks, and Limitations
+
+refer to the original datasets of the compilation
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+
+### Recommendations
+
+Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
+
+refer to the original datasets of the compilation
+
+[polyglot_ner](https://huggingface.co/datasets/polyglot_ner)
+[conll2002](https://huggingface.co/datasets/conll2002)
+[tner/wikineural](https://huggingface.co/datasets/tner/wikineural)
+## Dataset Card Contact
+
+You can email the author of this compilation at data_analitics_HLH@protonmail.com