Question Answering models can retrieve the answer to a question from a given text, which is useful for searching for an answer in a document. Some question answering models can generate answers without context!
About Question Answering
https://youtu.be/ajPx5LwJD-I
Use Cases
Frequently Asked Questions
You can use Question Answering (QA) models to automate the response to frequently asked questions by using a knowledge base (documents) as context. Answers to customer questions can be drawn from those documents.
⚡️⚡️ If you’d like to save inference time, you can first use passage ranking models to see which document might contain the answer to the question and iterate over that document with the QA model instead.https://huggingface.co/tasks/question-answering
About Question Answering
https://youtu.be/ajPx5LwJD-I
Use Cases
Frequently Asked Questions
You can use Question Answering (QA) models to automate the response to frequently asked questions by using a knowledge base (documents) as context. Answers to customer questions can be drawn from those documents.
⚡️⚡️ If you’d like to save inference time, you can first use passage ranking models to see which document might contain the answer to the question and iterate over that document with the QA model instead.https://huggingface.co/tasks/question-answering