Author

Jingyuan Wang

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Preprint Aug 2026

DEPT: Document Embedding Preservation Tuning for Unified Query Expansion and Retrieval

Document Embedding Preservation Tuning (DEPT) is introduced, which keeps tuned document embeddings close to cached initial embeddings while allowing retrieval gradients to pass through straight-through decoding into the generator.

Jingyuan Wang, Richong Zhang, Zhijie Nie et al. · 0 citations