Update README.md

README.md

@@ -43,7 +43,7 @@ pretty_name: multi_eup
 
 The Multi-Eup is a new multilingual benchmark dataset, comprising 22K multilingual documents collected from the European Parliament, spanning 24 languages. This dataset is designed to investigate fairness in a multilingual information retrieval (IR) context to analyze both language and demographic bias in a ranking context. It boasts an authentic multilingual corpus, featuring topics translated into all 24 languages, as well as cross-lingual relevance judgments. Furthermore, it offers rich demographic information associated with its documents, facilitating the study of demographic bias. 
 
-### Languages
+### Dataset statistics
 
 | Language | ISO code | Countries where official lang. | Native Usage | Total Usage | # Docs | Words per Doc (mean/median) |
 |----------|----------|--------------------------------|--------------|-------------|-------|------------------------------|
@@ -93,7 +93,7 @@ See the [Multi-EuP debate viewer](https://huggingface.co/datasets/unimelb-nlp/Mu
 - `id`: An integer representing the unique identifier of the MEP in the EU.
 - `nationalPoliticalGroup`: A string denoting the national political group of the MEP.
 - `photo`: A .jpg file containing the profile picture of the MEP.
-- `nameAudioP`: A .mp3 file with the pronunciation of the MEP's name.
+- `nameAudio`: A .mp3 file with the pronunciation of the MEP's name.
 - `gender_Wiki`: A string specifying the gender of the MEP as mentioned on Wikipedia.
 - `gender_2017`: A string indicating the gender of the MEP according to europal-2017.
 - `gender`: A string representing the MEP's gender after cross-referencing information from Wikipedia, europal-2017, and manual verification.