StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing
LLM-based agents can interact with external environments through tool invocation, but this capability also introduces...
每天自动聚合 AI 领域最新动态
LLM-based agents can interact with external environments through tool invocation, but this capability also introduces...
Clinicians read chain-of-thought (CoT) rationales as evidence of medical reasoning, but whether the visible chain pla...
Outcome-supervised search agents learn when and how to retrieve evidence, but terminal rewards neither localize inter...
We present StarHarness, a framework for evolving environment-specific agent harnesses while keeping model weights fix...
Model cards are structured documents that summarize key information about machine learning models to improve transpar...
Recent work has applied Mamba style state space models (SSMs) to video anomaly detection, yet existing approaches sti...
Large language models are increasingly used for knowledge graph question answering (KGQA), but can fail to correctly ...
The rapid expansion of large-scale assessments and the growing adoption of automatic item generation have intensified...
Large language models (LLMs) are increasingly deployed as AI analysts to process financial disclosures and support AI...
We present LAION-BVD, a large-scale open video dataset for multimodal learning, which contains 1.3B platform-specific...
Real-world data for knowledge graph question answering is often distributed across different organizations due to gov...
Group-relative reinforcement learning waits for sibling rollouts of the same prompt, which is costly for long and var...