Update README.md

README.md

@@ -73,6 +73,7 @@ task_ids:
 mGeNTE (**M**ultilingual **Ge**nder-**N**eutral **T**ranslation **E**valuation) is a natural, multilingual corpus designed to benchmark gender-neutral language and automatic translation.
 
 mGente is built upon European Parliament speech data extracted from the [Europarl corpus](https://www.statmt.org/europarl/archives.html), and represents a mutlilingual expansion of the bilingual [GeNTE](https://huggingface.co/datasets/FBK-MT/GeNTE) dataset. 
+
 For each language pair, mGeNTE comprises 1500 parallel sentences, which are enriched with manual annotations and feature a balanced distribution of translation phenomena that either entail i) a gender-neutral translation (`set-N`), or ii) a gendered translation in the target language (`set-G`).
 
 
@@ -107,7 +108,7 @@ Each tsv file in **`mGeNTE`** is organized into 10 tab-separated columns as foll
 
 For entries of the common set, REF-N provides the gender-neutral reference translation n. 2. 
 
-Each tsv file in **`mGeNTE_common` comprises 200 entries organized into 11 tab-separated columns as follows:
+Each tsv file in **`mGeNTE_common`** comprises 200 entries organized into 11 tab-separated columns as follows:
 
 	 - ID: The unique GeNTE ID.
 	 - Europarl_ID: The original sentence ID from Europarl's common-test-set 2.
@@ -139,7 +140,7 @@ translation scenarios:
 be properly rendered with gendered (masculine or feminine) forms in translation.
 
 Across the three available language pairs, mGente features 1,106 fully parallel en-it/es/de segments to maximize comparability, i.e. `Parallel set`. 
-Such parallel multilingual instances feature the same string in the `SRC` data field. 
+Parallel multilingual instances feature the same string in the `SRC` data field. 
 
 ### Source Data
 
@@ -167,7 +168,7 @@ The mGeNTE corpus is released under a Creative Commons Attribution 4.0 Internati
 ## Citation
 ```bibtex
 @misc{savoldi-etal-2025-mgente,
-    title = ""mGeNTE: A Multilingual Resource for Gender-Neutral Language and Translation"",
+    title = {{mGeNTE: A Multilingual Resource for Gender-Neutral Language and Translation}},
     author = "Savoldi, Beatrice and 
       Cupin, Eleonora  and
       Manjinder, Thind  and