MACHINE LEARNING MODEL PROMPT DEMONSTRATION SELECTION

    公开(公告)号:US20250124352A1

    公开(公告)日:2025-04-17

    申请号:US18916442

    申请日:2024-10-15

    Abstract: Techniques are described for a machine learning system configured to generate respective sample embeddings for a plurality of sample statements. The machine learning system may further be configured to generate a statement embedding for a statement. The machine learning system may further be configured to determine, based on the sample embedding and the statement embedding, respective similarity scores for the sample embeddings. The machine learning system may further be configured to select, based on the respective similarity scores for the sample embeddings, one or more sample statements from the plurality of sample statements. The machine learning system may further be configured to generate a prompt including the one or more sample statements, the statement, and at least one of respective ground-truth information or respective paraphrases for the selected one or more sample statements. The machine learning system may further be configured to provide the prompt to a machine learning model.

    KEYWORD VARIATION FOR QUERYING FOREIGN LANGUAGE AUDIO RECORDINGS

    公开(公告)号:US20240202234A1

    公开(公告)日:2024-06-20

    申请号:US18555077

    申请日:2022-06-23

    CPC classification number: G06F16/632 G06F16/683 G10L15/005 G10L15/08

    Abstract: Techniques are disclosed for searching audio recordings in a second language with a key phrase in a first language. For example, a system as described herein receives a first key phrase in the first language and an audio recording in the second language. The system converts the first key phrase into a second key phrase in the second language. The system processes the second key phrase to produce a second key phrase variant. The system identifies, from a graph of words in the second language generated from the audio recording, instances of the second key phrase or the second key phrase variant within the audio recording. The system displays the identified instances of the second key phrase or the second key phrase variant within the audio recording to enhance searchability of the audio recording in the second language.

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