Based on the Qwen3-Next architecture, the team simultaneously open-sourced the Qwen3-Next-80B-A3B series models, which include two major versions: instruction fine-tuning (Instruct) and inference ...

With the rapid development of artificial intelligence technology, human-machine dialogue has become a standard feature of today's AI products. However, making these dialogues more efficient, natural, ...

Model averaging has long been proposed as a powerful alternative to model selection in regression analysis. However, how well it performs in high-dimensional regression is still poorly understood.

Partial linear models have been widely used as flexible method for modelling linear components in conjunction with non-parametric ones. Despite the presence of the non-parametric part, the linear, ...

Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision ...