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Dynamic Prompting: Large Language Models for Task Oriented Dialog Jan Nehring1 , Akhil Juneja1 , Adnan Ahmad2 , Roland Roller1 and Dietrich Klakow3 1German Research Center for Artificial Intelligence (DFKI), AltMoabit 91c, 10559 Berlin, Germany TU Berlin, Strae des 17. Juni 135, 10623 Berlin, Germany 3 Saarland University, Campus, 66123 Saarbrcken, Germany 2AbstractLarge Language Models show impressive results in many different applications, most notably in the context of questionanswering...
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Dynamic prompting in large language models refers to the technique of generating prompts that can change based on context or user input, allowing the model to produce more relevant and personalized responses.
Typically, developers, researchers, and organizations that utilize large language models for applications that involve data reporting or compliance may be required to file information related to dynamic prompting.
Filling out dynamic prompting involves specifying user intent and context, crafting prompts that elicit the desired responses from the model, and iteratively refining the prompts based on output results.
The purpose of dynamic prompting is to enhance the interaction with the language model by tailoring the prompts to the specific needs of the user or application, thus improving accuracy and relevance of the generated output.
Information such as the context or history of prompts, the input data characteristics, user interactions, and system performance metrics must be reported to ensure compliance and optimization of the dynamic prompting process.
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