Frank Martin Mtumbuka

Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction

Existing approaches to relation extraction obtain relation embeddings by concatenating embeddings of the head and tail entities. Despite the popularity of this approach, we find that such representations mostly capture the types of the entities involved, leading to false positives and confusion betw…