Measuring what Matters: Construct Validity in Large Language Model Benchmarks Paper • 2511.04703 • Published Nov 3, 2025 • 8
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs Paper • 2606.32032 • Published 7 days ago • 23
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs Paper • 2606.32032 • Published 7 days ago • 23
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs Paper • 2505.24858 • Published May 30, 2025 • 17
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs Paper • 2505.24858 • Published May 30, 2025 • 17
MDCure Collection Models and datasets for our work "MDCure: A Scalable Pipeline for Multi-Document Instruction-Following" (https://arxiv.org/abs/2410.23463) • 11 items • Updated Apr 29, 2025 • 5
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Paper • 2410.23463 • Published Oct 30, 2024 • 3