web-generation

#web-generation

Learning the Loop, Not Just the Page: Execution-Grounded Loop Learning for Web Generation

arXiv cs.CL ↗ · 2026-10-09 Cached

WebLoop 是一个以执行信号为基础的框架，将生成、批评与精修统一在同一策略中联合学习。基于 Qwen3.5-9B，它在 WebRise 和 WebGen-Bench 上分别取得 41.5 和 38.9% 的成绩，较基座模型提升 11.3 和 15.4 个点，且增益可迁移至 27B 规模和多模态输入。

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#web-generation

@libapi_: Multi-model coordination mechanism based on @NousResearch Hermes Studio /MoA. /MoA = The combination of DeepSeek + GLM-5.2 can also produce high-quality dynamic web pages. Although the overall generation cycle is relatively long and there is some redundant output, the final results are impressive.

X AI KOLs Timeline ↗ · 2026-07-03 Cached

Based on NousResearch's Hermes Studio and MoA multi-model coordination mechanism, the combination of DeepSeek and GLM-5.2 can generate high-quality dynamic web pages, despite the longer generation cycle and redundant output.

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web-generation

Learning the Loop, Not Just the Page: Execution-Grounded Loop Learning for Web Generation

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