Sentence length influence on similarity
Hi everyone,I’m using sentence transformers to compute similarity between text. (embedding, mean pooling, cosine similarity)I get the impressions that beyond text meaning, text length plays a huge role in similarity.As anyone experienced the same thing ?sebastien
2022-02-17T08:46:37Z
I fine tuned a model to compute similarity between names. This is a toy example:name0 name1 label
 Test  Test  y
 Test  Hi    nI fined-tuned a model using the label and feeding it with pairs of names.I also found out that longer names tend to be predicted asy.