RETRIEVAL-AUGMENTED PROMPT FOR INTENT DETECTION
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United States of America
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Issued Date -
Nov 14, 2024
app pub date -
May 11, 2023
filing date -
May 11, 2023
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Abstract
A large language model is used to detect the intent of a developer-spoken utterance. The large language model is pre-trained on natural language text and source code. A prompt to the large language model is augmented with a few-shot examples of pairs of an utterance and intent in order to guide the model to predict an intent for a given utterance. The few-shot examples are extracted from known utterance-intent pairs. The pairs closest to the developer-spoken utterance are incorporated into the prompt as the few-shot examples.
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