Author

Junyang Chen

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Jul 2026

Bridging the Structural Gap: Adapting Autoregressive Generation for Recommendation

BARGE is proposed, which employs Item Context-Aware Attention (ICA) to restore item-level structure during encoding, and Hierarchical Path Reranking (HPR) together with Dual-Path Decoding (DPD) to suppress semantic drift from two complementary angles during decoding.

Junchao Zeng, Junzhang Zhu, Junyang Chen et al. · arXiv.org · 1 citation