What does "Early-termination" mean?

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Early-termination is a technique used in various fields to stop a process once a certain level of confidence or quality is reached. Instead of going through all the steps or collecting all the information, this method allows for quicker decision-making by assessing whether enough reliable data has been gathered.

In the context of information retrieval, early-termination helps identify useful evidence without needing extensive pre-processing. For example, when determining if news is fake, the method scans online sources quickly and evaluates the relevance of the information in real-time. If the available evidence is strong enough, the process can finish early, saving time and resources.

This approach is beneficial in scenarios where rapid judgments are necessary. It streamlines decision-making while maintaining accuracy, making it easier to handle large amounts of data effectively.