Naming DBpedia taxonomy groups

[georgerichardson]

Generate names for DBpedia clusters. At the highest level, we can use manual labelling. At lower levels, we will probably want to use automated methods. Some options include:

• Highest tfidf based on entity frequencies acros corpora
• Use most central terms based on average semantic similarity (similar to the way BERTopic works I think)
• Use cohere

[ampudia19]

I'm happy taking care of this one and exploring the alternatives above.

[emily-bicks]

@ampudia19 - maybe we can do this in a similar method that we discussed for issues 9/10? i.e. we architect it together so the functions take the same inputs/outputs and then we divide and conquer the methods and evaluate them together?

[ampudia19]

Happily :)

[ampudia19]

I've implemented the entity count as well as a weighted count of journal relevance per sub-topic (this provides some exogenous labelling of the topics). I'm happy to explore the remaining ones here.