Papers by Neale Ratzlaff
Probing Semantic Routing in Large Mixture-of-Expert Models (2025.findings-emnlp)
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| Challenge: | large mixture-of-expert models have become increasingly common in the open domain . prior work has explored functional differentiation through routing behavior . |
| Approach: | They investigate whether expert routing in large mixture-of-expert models is influenced by the semantics of the inputs. |
| Outcome: | The results show that expert routing is influenced by the semantics of the inputs. |