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Function of a Sequence Notation ()
This notation represents a function, denoted by , that takes a sequence of vectors, from to , as its input. The function processes this entire sequence to produce a single output. The notation for each element in the sequence, , typically represents an average or predicted vector value.

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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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Function of a Sequence Notation ()
Evaluation Model for Predicted Sequences
Example of a Sequence of Predicted Future Values
An automated system is monitoring a factory machine's temperature. The current time step is recorded as
$i=100$. The system uses a model to forecast the temperature for the next four time steps. Which of the following correctly represents the sequence of these four forecasted temperatures?Interpreting Model Output
A forecasting model produces the term as part of its output. Match each component of this notation to its correct description.
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A model is tasked with classifying the sentiment of a sentence as either 'positive' or 'negative'. It first represents each of the
nwords in the sentence as a vector. Then, a specific component of the model takes the entire sequence of thesenword vectors as input and computes a single, final sentiment score. Which notation best describes the action of this specific component?Distinguishing Sequence-Level vs. Element-Level Functions
Applicability of Sequence-Level Functions