SkillGraph represents skills as nodes in an evolving directed graph with typed dependency edges and updates the graph from RL trajectories to boost compositional task performance.
Hotpotqa: A dataset for diverse, explainable multi-hop question answering
3 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Stochastic training with random cross-layer KV attention enables depth-wise cache sharing in transformers, cutting memory footprint while preserving or improving performance.
AgentOpt introduces a framework-agnostic package that uses algorithms like UCB-E to find cost-effective model assignments in multi-step LLM agent pipelines, cutting evaluation budgets by 62-76% while maintaining near-optimal accuracy on benchmarks.
citing papers explorer
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Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing
Stochastic training with random cross-layer KV attention enables depth-wise cache sharing in transformers, cutting memory footprint while preserving or improving performance.
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AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent
AgentOpt introduces a framework-agnostic package that uses algorithms like UCB-E to find cost-effective model assignments in multi-step LLM agent pipelines, cutting evaluation budgets by 62-76% while maintaining near-optimal accuracy on benchmarks.