what does "1sent+1sur" mean?

[huidemie]

hello, I don't understand "1sent+1sur" in the paper,and I didn't find it in the code. Can you tell me what is the "surrounding"?

[chrhad]

Hi, 1sent+1sur means that the input consists of the sentence that contains the ambiguous word to disambiguate. It is activated by adding the parameter --num-context 1. Please refer to the example running script. The surrounding sentence refers to the sentence before and after the sentence that contains the word to disambiguate.

[huidemie]

Hi, 1sent+1sur means that the input consists of the sentence that contains the ambiguous word to disambiguate. It is activated by adding the parameter --num-context 1. Please refer to the example running script. The surrounding sentence refers to the sentence before and after the sentence that contains the word to disambiguate.

Thank you for your reply! Another question : you got the state-of-the-art F1 using BERT without finetune?

[chrhad]

Thank you for your reply! Another question : you got the state-of-the-art F1 using BERT without finetune?

Yes, we did not fine-tune the BERT model and got the reported state-of-the-art results. However, the sense output layer parameters, which are randomly initialized, are updated during training.