current blocking functions are assessed on equals. What if we had them return custom objects and defined fuzzy similarity on those objects. eg ngrams with 0.6% matches? or word2vec with 0.7 cosine? This would really lift the recall - or would it? ;-)
current blocking functions are assessed on equals. What if we had them return custom objects and defined fuzzy similarity on those objects. eg ngrams with 0.6% matches? or word2vec with 0.7 cosine? This would really lift the recall - or would it? ;-)