A rehearsal-free generative retriever that expands mixture-of-LoRA experts only when router energy scores flag out-of-distribution tokens, achieving sublinear parameter growth over dynamic corpora.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
A rehearsal-free generative retriever that expands mixture-of-LoRA experts only when router energy scores flag out-of-distribution tokens, achieving sublinear parameter growth over dynamic corpora.