JD.com has introduced the JD Oxygen AI Item Center (Oxygen AIIC), an industrial-scale platform designed to manage and understand items using Large Language Models (LLMs) and Vision--Language Models (VLMs). This system addresses challenges in e-commerce by enabling dynamic ontology engineering, a scalable knowledge identification architecture called "Semantic Search then Discrimination" (S2D), and self-evolving AI models. Oxygen AIIC has processed billions of item-knowledge assets, leading to significant improvements in search traffic coverage, reduced item-information quality issues, and increased automated attribute filling during item listing. AI
IMPACT This system demonstrates how LLMs and VLMs can be applied at an industrial scale to solve complex e-commerce challenges, potentially influencing how other large platforms manage their product catalogs.
RANK_REASON The item is a research paper describing a new system and its technical details.
- Huawei Ascend
- JD.com
- JD Oxygen AI Item Center
- LLMs
- Oxygen AIIC
- Vision--Language Models
- AI Item Library
- alphaXiv
- CatalyzeX
- DagsHub
- Gotit.pub
- Hugging Face
- National Pingtung University of Science and Technology
- ScienceCast
- Semantic Search then Discrimination
AI-generated summary · Google Gemini · from 2 sources. How we write summaries →
