We have 10 labels of which categorises the text records.
Some records dont fall into the 10 categories. We just label them as "OTHERS".
If i am using snorkel to automatically label the 11 labels for the input text records, should i be creating a labelling function for "OTHERS"? I have regular expressions for each of the 10 labels. So i can indeed write a labelling function for "OTHERS" which negates the regular expressions of the rest of the 10 labels. But this seems to go against the idea of snorkel's ABSTAIN.
So i am wondering what is the best way to handle "OTHERS" label? appreciate any inputs?
We have 10 labels of which categorises the text records. Some records dont fall into the 10 categories. We just label them as "OTHERS".
If i am using snorkel to automatically label the 11 labels for the input text records, should i be creating a labelling function for "OTHERS"? I have regular expressions for each of the 10 labels. So i can indeed write a labelling function for "OTHERS" which negates the regular expressions of the rest of the 10 labels. But this seems to go against the idea of snorkel's ABSTAIN.
So i am wondering what is the best way to handle "OTHERS" label? appreciate any inputs?