Update README.md

README.md

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 ---
 license: apache-2.0
+task_categories:
+- table-question-answering
+- question-answering
+- translation
+- text2text-generation
+- RoBERTa
+language:
+- es
+tags:
+- CelebA
+- Spanish
+- celebFaces attributes
+- face detection
+- face recognition
+- RoBERTa
+pretty_name: RoBERTa+CelebA training corpus in Spanish
+size_categories:
+- 100M<n<1B
 ---
+
+## Main Features
+
+The training of RoBERTa+CelebA has been performed with a Siamese network that evaluates the similarity of the embeddings generated by the transformer network using the cosine similarity metric. 
+
+Therefore, each input of the training data consists of a pair of sentences $A$ and $B$ in English and their respective similarity in the range 0 to 1.
+
+First, a translation of the original English text into Spanish was made . 
+Subsequently, the document structure defines in each line (input) a pair of Spanish sentences and their respective similarity value between 0 and 1 calculated by the \texttt{Spacy} library. 
+However, since Spacy library works only with English entries, the similarity between two Spanish sentences has been matched with their respective English pairs. 
+Finally, the final training corpus for RoBERTa is defined by the Spanish text and the similarity score. 
+To carry out this procedure, the Algorithm~\ref{alg:two} was generated.
+
+**Citing**: If you used RoBERTa+CelebA in your work, please cite the **[????](???)**:
+
+```bib
+@article{inffus_TINTO,
+    title = {A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation},
+    journal = {Information Fusion},
+    author = {Reewos Talla-Chumpitaz and Manuel Castillo-Cara and Luis Orozco-Barbosa and Raúl García-Castro},
+    volume = {91},
+    pages = {173-186},
+    year = {2023},
+    issn = {1566-2535},
+    doi = {https://doi.org/10.1016/j.inffus.2022.10.011}
+}
+```
+
+## License
+
+This dataset is available under the **[Apache License 2.0](https://github.com/manwestc/TINTO/blob/main/LICENSE)**.
+
+## Authors
+
+- **[Eduardo Yauri Lozano](https://github.com/eduar03yauri)**
+- **[Manuel Castillo-Cara](https://github.com/manwestc)**
+- **[Raúl García-Castro](https://github.com/rgcmme)**
+
+*[Ontology Engineering Group](https://oeg.fi.upm.es)*, *[Universidad Politécnica de Madrid](https://www.upm.es/internacional)*.
+
+## Contributors
+
+See the full list of contributors **[here](https://github.com/eduar03yauri/DCGAN-text2face-forSpanishs)**.
+
+<kbd><img src="https://raw.githubusercontent.com/oeg-upm/TINTO/main/assets/logo-oeg.png" alt="Ontology Engineering Group" width="200"></kbd> 
+<kbd><img src="https://raw.githubusercontent.com/oeg-upm/TINTO/main/assets/logo-upm.png" alt="Universidad Politécnica de Madrid" width="200"></kbd> 
+
+