NewBeeNLP

Feb 27, 2024 · Artificial Intelligence

Boosting E‑Commerce AIGC with Knowledge Graphs: From Multimodal Inputs to Controlled LLMs

The article details how JD.com leverages domain‑specific and generic knowledge graphs to enhance multimodal product information, improve controlled text generation, and boost LLM performance for e‑commerce copywriting, covering model architecture, copy‑only mechanisms, token‑type encoding, experimental results, and practical deployment scenarios.