nlpbert-language-modellarge-language-modelnlp-question-answering

What and how LLM is used for ranking organization job title?

Suppose there's a context like this

context = Andy is a vice manager of finance department. \n Rio is a general manager finance deparment. \n Jason is a general manager finance deparment.

question = who is the leader of finance department ?

what task is this called ? what model is used ? how does the model know which title is higher ? how does the model handle two same data ? (e.g., Rio and Jason)

thanks

Solution

  • This task is a question-answering task. Likely, your model already knows which title is higher based on the training data.

    However, since 'Rio' and 'Jason' both hold the same position, it would be difficult to determine who the leader of the finance department is without additional information.

    The model might respond by suggesting all possible answers or asking for more information.