Outperformance Inverse Optimization: Learning Objective Functions that Outperform Agent Decisions
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Mechanics of Long-Context Hybrid Models Part 1.1: From Hybrid Attention to Hybrid Position
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HySPE: Positional Encoding via Symplectic Dual Shears
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Where Can a Decision Model Diagnose HVAC Faults? Reasoning Demand, Physical Representation, and Robustness Under Shift
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Loud Failures, Quiet Failures: Fault Detection and Recovery in Tool-Using Language Model Agents
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LLM Persuasion Is in the Eye of the Evaluation
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LLM4Impact: Integrating Heterogeneous Information for Scientific Impact Prediction
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Beyond Outcome Rewards: Constructing and Assigning Retrieval Credit for Search Agents
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Learning to Act with Task Progress: Distilling Small Agents from Compact Teacher Supervision
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Evaluating Trajectory Features for Routing Final-Layer Attention
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Twist Flow for Inverse Problems
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Self-attention summary networks for subsurface velocity-model building from common-image gathers
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