Author

J. Ma

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Jul 2026

EGR: Embedding-Native Generative Retrieval with a Shared LLM

EGR is proposed, an Embedding-Native Generative Retrieval framework that uses a single shared LLM to learn item representations from item metadata and user representations from interaction histories in one embedding space, simplifying system design while improving retrieval quality and ad performance.

Xiaodong Liu, Congfei Zhang, Hsiang-wei Chao et al. · 0 citations