Abstract: Prompt-based learning has demonstrated remarkable success in few-shot text classification, outperforming the traditional fine-tuning approach. This method transforms a text input into a ...

Stimulus is a JavaScript framework with modest ambitions. It doesn't seek to take over your entire front-end—in fact, it's not concerned with rendering HTML at all. Instead, it's designed to augment ...

In a typical multi-label setting, a picture contains on average few positive labels, and many negative ones. This positive-negative imbalance dominates the optimization process, and can lead to ...

“I won a Grammy 2 years ago,” the singer, who became the first trans woman to win a major-category gilded gramophone in 2023, ...

Toshiba's newly introduced six-inch industrial label printers are now available from the company's authorized resellers, ...

Whether you're organizing your pantry, setting up a home office filing system, or running a small business, a good label maker can transform chaos into order with clean, consistent text that elevates ...

Abstract: Label distribution learning (LDL) is a novel machine learning paradigm that can be seen as an extension of multi-label learning (MLL). Compared with MLL, the advantages of LDL are reflected ...