I used rasa bert to train a model, but it can’t handle the singular and plural of words, as in the following two sentences:
How to search in notes
How to search in note
These two sentences are only different from “note”, but the predicted intention is completely different. I got the vectors of A and B by debugging the code. As follows:
I compared the similarity between
B-batch_sentence_features, and it can reach a similarity of more than 95%, but why is the recognized intention different? I need to solve this problem urgently, please help me, thank you!