Hi Panos! I am comparing two approaches with LLMs. I have some domain specific text documents and defined entities and relations that I want to have extracted. For the first approach, I finetune a pretrained model for triple extraction, however as data is highly unbalanced the accuracy for some triples is just not good. For the second approach, I use an Open Information Extraction (OIE) model which is not finetuned on my relations. Instead, it outputs any kind of triples out of a text. This approach recognizes all possible relations but does not apply "relation-linking". My question is, is there a way to map the relations from the OIE model to my defined relations. Maybe with ambeddings and similarity? For example, I get the relation "Alice, works at, Adidas" from the OIE model and want to map the relation "works for" to my defined relation "Is Employed At"(based on my ontology). Hope I made myself clear. If not we can exchange thrpuh PM. Thanks!
