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upvoted 4 papers 2 months ago

The Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure

Paper • 2605.29087 • Published May 27 • 1

Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG

Paper • 2605.29084 • Published May 27 • 1

CONF-KV: Confidence-Aware KV Cache Eviction with Mixed-Precision Storage for Long-Horizon LLM

Paper • 2605.24786 • Published May 24 • 9

PANDO: Efficient Multimodal AI Agents via Online Skill Distillation

Paper • 2605.24785 • Published May 26 • 11

upvoted 2 papers 4 months ago

When Documents Disagree: Measuring Institutional Variation in Transplant Guidance with Retrieval-Augmented Language Models

Paper • 2603.21460 • Published Mar 23 • 6

The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning

Paper • 2603.29025 • Published Mar 30 • 13

upvoted a paper 6 months ago

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 65

upvoted a paper 11 months ago

Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions

Paper • 2503.22353 • Published Mar 28, 2025 • 1

upvoted 2 papers about 1 year ago

Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models

Paper • 2504.04717 • Published Apr 7, 2025 • 1

No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism

Paper • 2503.19285 • Published Mar 25, 2025 • 1