A Tale of Tails: Model Collapse as a Change of Scaling Laws
Paper • 2402.07043 • Published • 15
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What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT
Paper • 2509.19284 • Published • 23 -
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System
Paper • 2509.18091 • Published • 34 -
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLM
Paper • 2509.18058 • Published • 12 -
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
Paper • 2508.21476 • Published • 3 -
Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs
Paper • 2404.14461 • Published • 3 -
Universal Jailbreak Backdoors from Poisoned Human Feedback
Paper • 2311.14455 • Published • 3 -
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 57 -
Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks
Paper • 2510.02286 • Published • 29