Update README.md

README.md

@@ -42,7 +42,6 @@ task_ids:
 - [Considerations for Using the Data](#considerations-for-using-the-data)
   - [Social Impact of Dataset](#social-impact-of-dataset)
   - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
 - [Additional Information](#additional-information)
   - [Dataset Curators](#dataset-curators)
   - [Licensing Information](#licensing-information)
@@ -51,7 +50,7 @@ task_ids:
 
 
 ## Dataset Description
-- **Website:** https://alt.qcri.org/semeval2014/task10/ 
+- **Homepage:** https://alt.qcri.org/semeval2014/task10/ 
 - **Point of Contact:** [Aitor Gonzalez](aitor.gonzalez@bsc.es) 
 
 
@@ -73,15 +72,19 @@ The dataset is in Spanish (`es-ES`)
 
 ### Data Instances
 
-<pre>
-El "tendón de Aquiles" ("tendo Achillis") o "tendón calcáneo" ("tendo calcaneus") es un tendón de la parte posterior de la pierna.	El tendón de Aquiles es la extensión tendinosa de los tres músculos de la pantorrilla: gemelo, sóleo y plantar delgado.	2.8
-</pre>
+```
+{
+  'sentence1': "El "tendón de Aquiles" ("tendo Achillis") o "tendón calcáneo" ("tendo calcaneus") es un tendón de la parte posterior de la pierna."
+  'sentence2': "El tendón de Aquiles es la extensión tendinosa de los tres músculos de la pantorrilla: gemelo, sóleo y plantar delgado."
+  'label': 2.8
+}
+```
 
 ### Data Fields
 
-- Sentence 1
-- Sentence 2
-- Similarity Score
+- sentence1: String
+- sentence2: String
+- label: Float
 
 ### Data Splits
 
@@ -120,7 +123,7 @@ For more information visit the paper from the SemEval-2014 Shared Task [(Agirre
 
 ### Personal and Sensitive Information
 
-[N/A]
+No personal or sensitive information included.
 
 ## Considerations for Using the Data
 
@@ -130,27 +133,35 @@ This dataset contributes to the development of language models in Spanish.
 
 ### Discussion of Biases
 
-[N/A]
-
-### Other Known Limitations
-
-[N/A]
+No postprocessing steps were applied to mitigate potential social biases.
 
 ## Additional Information
 
 ### Dataset Curators
 
-[N/A]
+The Text Mining Unit from Barcelona Supercomputing Center.
 
 ### Licensing Information
 
-[N/A]
+Apache License, Version 2.0
 
 ### Citation Information
 
 The following paper must be cited when using this corpus:
 
-Eneko Agirre, Carmen Banea, Claire Cardie, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Iñigo Lopez-Gazpio, Montse Maritxalar, Rada Mihalcea, German Rigau, Larraitz Uria, and Janyce Wiebe. 2015. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability. In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), pages 252–263, Denver, Colorado. Association for Computational Linguistics.
-
-Eneko Agirre, Carmen Banea, Claire Cardie, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Rada Mihalcea, German Rigau, and Janyce Wiebe. 2014. SemEval-2014 Task 10: Multilingual Semantic Textual Similarity. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 81–91, Dublin, Ireland. Association for Computational Linguistics.
+@inproceedings{agirre2015semeval,
+  title={Semeval-2015 task 2: Semantic textual similarity, english, spanish and pilot on interpretability},
+  author={Agirre, Eneko and Banea, Carmen and Cardie, Claire and Cer, Daniel and Diab, Mona and Gonzalez-Agirre, Aitor and Guo, Weiwei and Lopez-Gazpio, Inigo and Maritxalar, Montse and Mihalcea, Rada and others},
+  booktitle={Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015)},
+  pages={252--263},
+  year={2015}
+}
+
+@inproceedings{agirre2014semeval,
+  title={SemEval-2014 Task 10: Multilingual Semantic Textual Similarity.},
+  author={Agirre, Eneko and Banea, Carmen and Cardie, Claire and Cer, Daniel M and Diab, Mona T and Gonzalez-Agirre, Aitor and Guo, Weiwei and Mihalcea, Rada and Rigau, German and Wiebe, Janyce},
+  booktitle={SemEval@ COLING},
+  pages={81--91},
+  year={2014}
+}