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Should a language model like GPT-3 be directly used to perform classification?

The OpenAI API enables classification by sampling from GPT-3 given a prompt. Is estimating posterior probabilities a more statistically sound approach? Below is a specification of what "...
chicxulub's user avatar
  • 1,625
1 vote
3 answers
438 views

How to improve language model ex: BERT on unseen text in training?

so I am using pre-trained language model for binary classification. I fine-tune the model by training on data my downstream task. The results are good almost 98% F-measure. However, when I remove a ...
Injy Sarhan's user avatar
0 votes
0 answers
51 views

Classifying Sentences when outcome is a sentence

I am completely new to text classification and facing the following problem, I want to classify sentences and have a labeled dataset, the thing is that my Y variable is itself a sentence, hence I ...
Vitalijs's user avatar
  • 103