2025
AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
NeurIPS 2025spotlight
Large Language Models (LLMs) have demonstrated advanced capabilities in real-world agentic applications. Growing research efforts aim to develop LLM-based agents to address practical demands, introducing a new challenge: agentic scenarios often involve lengthy instructions with complex constraints,…