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  2. Few-shot learning - Wikipedia

    en.wikipedia.org/wiki/Few-shot_learning

    Few-shot learning and one-shot learning may refer to: Few-shot learning, a form of prompt engineering in generative AI; One-shot learning (computer vision)

  3. Prompt engineering - Wikipedia

    en.wikipedia.org/wiki/Prompt_engineering

    As originally proposed by Google, [16] each CoT prompt included a few Q&A examples. This made it a few-shot prompting technique. However, according to a researchers at Google and the University of Tokyo, simply appending the words "Let's think step-by-step", [25] has also proven effective, which makes CoT a zero-shot prompting technique. OpenAI ...

  4. One-shot learning (computer vision) - Wikipedia

    en.wikipedia.org/wiki/One-shot_learning...

    One-shot learning is an object categorization problem, found mostly in computer vision. Whereas most machine learning -based object categorization algorithms require training on hundreds or thousands of examples, one-shot learning aims to classify objects from one, or only a few, examples.

  5. Arsenal vs Newcastle LIVE: Result and reaction from Carabao ...

    www.aol.com/arsenal-vs-newcastle-live-team...

    Half-time! Arsenal 0-1 Newcastle. 20:47, Mike Jones. 45+2 mins: Newcastle attempt to get out from their own final third. Anthony Gordon crunches Leandro Trossard as the pair fight over the ball.

  6. Zero-shot learning - Wikipedia

    en.wikipedia.org/wiki/Zero-shot_learning

    The name is a play on words based on the earlier concept of one-shot learning, in which classification can be learned from only one, or a few, examples. Zero-shot methods generally work by associating observed and non-observed classes through some form of auxiliary information, which encodes observable distinguishing properties of objects. [1]

  7. How much protection you get from one shot of the Pfizer ... - AOL

    www.aol.com/news/much-protection-one-shot-pfizer...

    For AstraZeneca, one-shot efficacy is 70%. One dose of Pfizer or Moderna vaccines appears at least 80% effective against symptomatic COVID-19. For AstraZeneca, one-shot efficacy is 70%.

  8. 25 Non-Traditional Christmas Dinner Ideas to Surprise Your Family

    www.aol.com/lifestyle/25-non-traditional...

    This recipe takes creamy Alfredo sauce and pillowy gnocchi baked together in one casserole dish. It's like an elevated take on mac and cheese! Get the Baked Gnocchi Alfredo recipe .

  9. Prompt injection - Wikipedia

    en.wikipedia.org/wiki/Prompt_injection

    Prompt injection is a family of related computer security exploits carried out by getting a machine learning model (such as an LLM) which was trained to follow human-given instructions to follow instructions provided by a malicious user. This stands in contrast to the intended operation of instruction-following systems, wherein the ML model is ...