typos

README.md

@@ -6,14 +6,14 @@ license: apache-2.0
 
 This model is created from the finetuning of the pre-model
 for Spanish [BETO] (https://huggingface.co/dccuchile/bert-base-spanish-wwm-uncased), using PyTorch framework, 
-and trained with a set of theses at the Autonomous University of Mexico  [UNAM](https://tesiunam.dgb.unam.mx/F?func=find-b-0&local_base=TES01). 
-The model classifies for five (Psicología, Derecho, Química Farmecéutico Biológica, Actuaría, Economía) 
+and trained with a set of theses of the National Autonomous University of Mexico  [UNAM](https://tesiunam.dgb.unam.mx/F?func=find-b-0&local_base=TES01). 
+The model classifies for five (Psicología, Derecho, Química Farmacéutico Biológica, Actuaría, Economía) 
 possible careers at the University of Mexico.
-List of races from a text.
+List of careers from a text.
 
 ## Training Dataset 
 
-1000 documents (Thesis´s introduction, Author´s first name, Author´s last name, Thesis´title, Year, Carrer )
+1000 documents (Thesis introduction, Author´s first name, Author´s last name, Thesis title, Year, Career )
 
 |     Careers |  Size         | 
 |--------------|----------------------|
@@ -21,7 +21,7 @@ List of races from a text.
 |  Derecho|   200    | 
 |  Economía|   200    | 
 |  Psicología|   200    | 
-|  Química Farmecéutico Biológica|   200    | 
+|  Química Farmacéutico Biológica|   200    | 
 
 
 ## Example of use
@@ -50,8 +50,8 @@ To cite this resource in a publication please use the following:
 
 ```
 @inproceedings{SpanishNLPHackaton2022,
-  title={UNAM's Tesis with BETO finetunning classify },
-  author={López López, Isaac Isaías and López Ramos, Dionis and Clavel Quintero, Yisel and López López, Ximyer Yeraldin },
+  title={UNAM's Theses with BETO fine-tuning classify },
+  author={López López, Isaac Isaías and López Ramos, Dionis and Clavel Quintero, Yisel and López López, Ximena Yeraldin },
   booktitle={Somos NLP Hackaton 2022},
   year={2022}
 }
@@ -62,4 +62,4 @@ To cite this resource in a publication please use the following:
 - Isaac Isaías López López ([MajorIsaiah](https://huggingface.co/MajorIsaiah))
 - Dionis López Ramos ([inoid](https://huggingface.co/inoid))
 - Yisel Clavel Quintero ([clavel](https://huggingface.co/clavel))
-- Ximyer Yeraldin López López ([Ximyer](https://huggingface.co/Ximyer))
+- Ximena Yeraldin López López ([Ximyer](https://huggingface.co/Ximyer))