Learn Before
What two inputs does a question-answering system receive?
Question: In an end-to-end question-answering setup, what are the two parts that are given to the model together?
Sample answer: The model receives a passage or document segment and a question about that passage, treated as one paired input.
Key points:
- One component is the supporting text or passage.
- The other component is the question.
- The two are supplied as a single text-question pair.
Rubric: The answer must name both the passage/text and the question as required inputs.
0
1
Tags
Machine Learning
Deep Learning
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Strategy
Machine Learning Yearning @ DeepLearning.AI
Related
Input for an end-to-end question answering model
True or False: A direct question-answering model can be trained to take a passage and a question as input and produce an answer string as output.
Inputs to an End-to-End QA Model
Match each component of a question-answering system to its role.
Put the steps of a document-based question answering system in order, from input to output.
Why is end-to-end question answering treated as learning rich outputs?
True or False: A question answering model that works end to end takes both a passage and a question as input and returns an answer.
A passage-and-question model should produce _____ as its output.
Match each question-answering feature to the end-to-end learning idea it represents.
Order the steps for turning a passage-based question into an end-to-end answer model.
How End-to-End Question Answering Learns Complex Outputs
Design the inputs and outputs for a document-based support question system.
What two inputs does a question-answering system receive?