Questions tagged [relation-extraction]

4 questions
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Extract relationship concepts from sentences

Is there a current model or how could I train a model that takes a sentence involving two subjects like: [Meiosis] is a type of [cell division]... and decides if one is the child or parent concept of the other? In this case, cell division is the…
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How can I provide a relation extraction data set including tuple for casual inference using name entity recognition by spacy?

I have around 7.000 sentences, for which I have done a refined Name-Entity-Recognition (i.e., for specific entities) using SpaCy. Now I want to do relationship extraction (basically causal inference) and I do not know how to use NER to provide…
DevML
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What does surface form mean in relation extraction?

I'm new to relation extraction and I'm currently reading related papers. The term "entity surface form" is repeatedly mentioned in most of them. What does it mean? For example, in the REBEL paper, the author mentions that "a relation is considered…
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Using GPT-3 to identify relationships in a corpus

I have a corpus of 15K news articles. I would like to train a GPT model (3 or 4) to ingest these texts and then output how the locations, events, actions, participants, and things described in the texts are related to one another. So if the corpus…
Steve
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