Papers

Trending research and the full catalog - each paper linked to the benchmarks, methods, and models it introduces.

Filtered by domain: question-answeringClear

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

22 Jun 2026

Vision-language models (VLMs) are increasingly deployed in consumer, medical, financial, and enterprise applications. This broad deployment expands the safety surface: risks can arise from multimodal question answering, assistant responses, and cross-modal composition, while…

Image Understanding Language Modeling Question Answering Reinforcement Learning

830.1/h

OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning

25 Jun 2026

Outcome-based reinforcement learning provides a stable optimization backbone for language agents, but its sparse trajectory-level rewards provide little guidance on which intermediate decisions should be reinforced or suppressed.

Procedural Generalization Question Answering Reinforcement Learning