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摘要: Analogies play a crucial role in commonsense reasoning. The ability to recognize analogies like “eye is to seeing what ear is to hearing,” sometimes referred to as analogical proportions, shape how humans structure knowledge and understand language. In a new study that looks at whether AI models can understand analogies, researchers at Cardiff University used benchmarks from education as well as more common datasets. They found that while off-the-shelf models can identify some analogies, they sometimes struggle with complex relationships, raising questions about to what extent models capture knowledge.

摘要: Some years back, data analysis was limited to big companies with financial capabilities. However, this is no longer the trend. Many organizations use data analytics in multiple capacities and for various reasons. Data analytics involves numerous approaches such as recording, organizing, analyzing, distribution, and data presentation.

摘要: Data analytics are taking huge leaps in the modern technical sense owing to what experts call “the data boom”. There are billions of gigabytes of information available throughout the various segments across the world. Managing all of them in a way such that we can get effective information is crucial. Otherwise, it is just a bunch of gibberish.

摘要: If your end goal is to build a high-performance and scalable application, you need to have a good database design. Everything begins with the database and a badly designed one is like having a bad foundation on your house. No matter how many quality elements you add to it, it won’t matter.

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