Papers

• InfoPO: Information-Driven Policy Optimization for User-Centric Agents (2026)
  Fanqi Kong et al.
  1.94
• Efficient RLVR Training via Weighted Mutual Information Data Selection (2026)
  Xinyu Zhou et al.
  1.94
• BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs (2026)
  Duyi Pan et al.
  1.94
• HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help? (2026)
  Mohamed Elfeki et al.
  1.94
• APPO: Agentic Procedural Policy Optimization (2026)
  Xucong Wang et al.
  1.94
• The First Token Knows: Single-Decode Confidence for Hallucination Detection (2026)
  Mina Gabriel
  1.89
• Reliable and Responsible Foundation Models: A Comprehensive Survey (2026)
  Xinyu Yang et al.
  1.72
• Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models (2025)
  Sina Tayebati et al.
  1.28
• Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? (2025)
  Giacomo Camposampiero et al.
  1.28
• Explaining Sources of Uncertainty in Automated Fact-Checking (2025)
  Jingyi Sun et al.
  1.28
• Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models (2025)
  Weihao Xuan et al.
  1.28
• RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models (2025)
  Aashiq Muhamed et al.
  1.28
• EAGER: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling (2025)
  Daniel Scalena et al.
  1.28
• SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation (2024)
  Zijun Yao et al.
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• Collaborative Instance Navigation: Leveraging Agent Self-Dialogue to Minimize User Input (2024)
  Francesco Taioli et al.
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