Route-and-Generate: KL-Regularized Router Improvement for Reasoning Routing in LLMs
arXiv:2610.30351v1 Announce Type: new Abstract: Large language models often apply complex reasoning indiscriminately, leading to overthinking on simple tasks and underthinking on harder ones. We present Route-and-Generate (Rouge), a hierarchical training framework that enables…
AI Summary & Key Takeaways
- arXiv:2610.30351v1 Announce Type: new Abstract: Large language models often apply complex reasoning indiscriminately, leading to overthinking on simple tasks and underthinking on harder ones
- We present Route-and-Generate (Rouge), a hierarchical training framework that enables…
Route-and-Generate: KL-Regularized Router Improvement for Reasoning Routing in LLMs
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