Learn Before
Analysis of Prompt Representations
Examine the diagram below, which illustrates two different types of inputs to a language model. Identify which input (A or B) represents a soft prompt and explain your reasoning based on how it is visually represented.
Input A: [Translate this sentence:] → [Language Model]
Input B: [h₁, h₂, h₃, ...] → [Language Model]
0
1
Tags
Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
An AI researcher is examining two different methods for guiding a language model. Method 1 involves prepending the text 'Summarize the following article:' to the input. Method 2 involves inserting a sequence of trainable, continuous numerical vectors directly into the model's embedding space, which do not correspond to any actual words. Which statement correctly analyzes the representation of these two methods?
Analysis of Prompt Representations
A language model's input can be guided in different ways. Analyze the following descriptions of how these guides are represented and match each one to the correct term.