Update README.md

README.md

@@ -30,19 +30,18 @@ For machine translation to tackle discourse phenomena, models must have access t
 
 ## Uses
 
-<!-- Address questions around how the dataset is intended to be used. -->
+The dataset is a contrastive evaluation test used to test the use of previous linguistic context (one previous sentence) when translating
+from English to French. Each example block is composed of a previous source sentence and two possible translations, accompanied with
+accompanying context, which can be used to disambiguate the two possible translations. Each instance in the dataset has a correct translation
+and a contrastive one. MT models should be used to rank each translation given the context provided, and the model is evaluated on its
+accuracy of ranking the correct translations above the contrastive ones.
 
-### Direct Use
-
-<!-- This section describes suitable use cases for the dataset. -->
-
-[More Information Needed]
 
 ### Out-of-Scope Use
 
-<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
-
-[More Information Needed]
+The test set is designed for translation from English to French. The test set cannot be used in the opposite direction, as the ambiguity
+of the source sentence will not hold. The test set is used to be used as a complement to global metrics of evaluation quality and assumes
+that the model has been designed for translation.
 
 ## Dataset Structure
 
@@ -78,15 +77,7 @@ There is no personal or sensitive information in the dataset.
 
 [More Information Needed]
 
-### Recommendations
-
-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
-
-Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
-
-## Citation [optional]
-
-<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+## Citation
 
 **BibTeX:**
 
@@ -113,4 +104,4 @@ Bawden, R., Sennrich, R., Birch, A., & Haddow, B. (2018). Evaluating Discourse P
 
 ## Dataset Card Authors
 
-Rachel Bawden= rachel.bawden@inria.fr
+Rachel Bawden: rachel.bawden@inria.fr