A Multi-Agent Framework for Extensible Structured Text Generation in PLCs

no code implementations • 3 Dec 2024 • Donghao Yang, Aolang Wu, Tianyi Zhang, Li Zhang, Fang Liu, Xiaoli Lian, Yuming Ren, Jiaji Tian

In order to verify and improve the quality of the generated code, we designed an adaptable code checker.

Code Generation Text Generation

Bootstrapping Contrastive Learning Enhanced Music Cold-Start Matching

no code implementations • 5 Aug 2023 • Xinping Zhao, Ying Zhang, Qiang Xiao, Yuming Ren, Yingchun Yang

In short, given a cold-start song request, we expect to retrieve songs with similar audiences and then fastly push the cold-start song to the audiences of the retrieved songs to warm up it.

Contrastive Learning Representation Learning