Update README.md

README.md

@@ -122,15 +122,15 @@ Three JSON files, one for each split.
 - ``topic`` (a string feature): category from Racó Català forums where the sentence comes from.
 - ``keywords`` (a list of strings): keywords used to select the candidate messages to annotate.
 - ``context_needed`` (a string feature): "yes" / "no" if all the annotators consulted / did not consult the context to decide on the sentence's abusiveness, "maybe" if there was not agreement about it.
-- ``is_abusive`` (a bool feature): "abusive" or "not_abusive"
+- ``is_abusive`` (a bool feature): "abusive" or "not_abusive".
 - ``abusiveness_agreement`` (a string feature): "full" if the two annotators agreed on the abusiveness/not-abusiveness of the sentence, and "partial" if the abusiveness had to be decided by a third annotator.
 - ``abusive_spans`` (a dictionary with field 'text' (list of strings) and 'index' (list of strings)): the sequence of words that attribute to the text's abusiveness.
-- ``is_implicit`` (a string): whether the abusiveness is explicit (contains a profanity, slur or threat) or implicit (does not contain a profanity or slur, but is likely to contain irony, sarcasm or similar resources)
-- ``target_spans`` (a dictionary with field 'text' (list of strings) and 'index' (list of strings)): if found in the message, the sequence(s) of words that refer to the target of the text's abusiveness
+- ``is_implicit`` (a string): whether the abusiveness is explicit (contains a profanity, slur or threat) or implicit (does not contain a profanity or slur, but is likely to contain irony, sarcasm or similar resources).
+- ``target_spans`` (a dictionary with field 'text' (list of strings) and 'index' (list of strings)): if found in the message, the sequence(s) of words that refer to the target of the text's abusiveness.
 - ``target_type`` (a dictionary with field 'text' (list of strings) and 'index' (list of strings)): three possible categories. The categories are non-exclusive, as some targets may have a dual identity and more than one target may be detected in a single message. 
   - ``individual``: a famous person, a named person or an unnamed person interacting in the conversation.
   - ``group``: considered to be a unit based on the same ethnicity, gender or sexual orientation, political affiliation, religious belief or something else.
-  - ``other``; e.g. an organization, a situation, an event, or an issue
+  - ``other``; e.g. an organization, a situation, an event, or an issue.
     
 ### Data Splits