AI
Beyond Gold Standards: Epistemic Ensemble of LLM Judges for Formal Mathematical Reasoning
Researchers have proposed a new method to evaluate the quality of autoformalization tasks, which inv...
AI
CPC-CMS: Cognitive Pairwise Comparison Classification Model Selection Framework for Document-level Sentiment Analysis
Researchers have developed a framework called Cognitive Pairwise Comparison Classification Model Sel...
AI
Scale or Reason? A Compute-Equivalent Analysis of Reasoning Distillation
Researchers Nicolas Boizard and colleagues investigate whether distilling reasoning traces from stro...
AI
StruProKGR: A Structural and Probabilistic Framework for Sparse Knowledge Graph Reasoning
Researchers have proposed a new framework called StruProKGR for efficiently reasoning over sparse kn...
AI
MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation
Researchers have developed MedRAGChecker, a tool to verify the accuracy of claim...
AI
SlidesGen-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics
Researchers have developed SlidesGen-Bench, a benchmark for evaluating automated...
AI
When Looks Do Not Lie: Discourse Structure Guided In-Context Learning for Faithful Diagram Generation
Researchers have developed a method to improve the accuracy of AI-generated diag...
AI
Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layers
Researchers propose a three-layer framework for building trustworthy AI systems ...