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Yangqiu Song

Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?

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May 30, 2025
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AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora

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May 29, 2025
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Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs

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May 27, 2025
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INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling

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May 22, 2025
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MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol

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May 21, 2025
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EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association

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May 21, 2025
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Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning

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May 20, 2025
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Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents

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May 20, 2025
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From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

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May 19, 2025
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MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

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May 15, 2025
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