Visual Question Answering

Clarify or Answer: Reinforcement Learning for Agentic VQA with Context Under-specification featured image

Agentic Systems

Clarify or Answer: Reinforcement Learning for Agentic VQA with Context Under-specification

Reinforcement learning for agentic VQA that balances clarification and answering under underspecified context.

Jan 20, 2026 • 1 min read

Visual Question Answering

Asking the Missing Piece: Context-Driven Clarification for Ambiguous VQA

Context-driven clarification strategies for ambiguous VQA in a reasoning-focused NeurIPS workshop.

Dec 1, 2025 • 1 min read