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Vasilis Perifanis

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#artificial intelligence Preprint Sep 2026

SeLMRoute: Probabilistic Semantic Evidence for Large Language Model Routing

Large language model (LLM) routing aims to select the most suitable model for each incoming query. Most existing routers learn this decision directly from query embeddings, model representations, preference data, or clusters of similar examples. Such approaches can be effective, yet the representation used for routing...

Vasilis Perifanis, Nikolaos Pavlidis, Symeon Symeonidis · 0 citations

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