Tag: AI reasoning
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UniDoc-RL: Advanced Visual RAG with Hierarchical Actions
UniDoc-RL enhances visual retrieval-augmented generation using hierarchical actions and dense rewards for superior reasoning in vision-language models.
How Enhancing LLM Reasoning Increases Tool Hallucination
Explore how improving reasoning in large language models can amplify tool hallucination and the trade-offs involved in balancing capability and reliability...
Trace-Based Knowledge Distillation: Accuracy vs Interpretability
Explore the impact of trace correctness on accuracy and interpretability in trace-based knowledge distillation for large language models.
Evaluating LLMs on Vietnamese Legal Texts: Accuracy & Reasoning
Comprehensive evaluation of LLMs on Vietnamese legal texts highlights accuracy, readability, and reasoning challenges for better legal AI applications.
AgentV-RL: Advanced Reward Modeling with Agentic Verifier
Discover how AgentV-RL enhances reward modeling using an agentic verifier for reliable, interpretable AI reasoning and improved performance.