conftrace_

active reasoning

3 papers

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Co-occurring keywords · papers mentioning both

benchmark (1) external systems (1) real-world scenario (1) goal-oriented learning (1) vision-language reasoning (1) large language model (1) vision-and-language reasoning (1) policy distribution (1) multimodal large language model (1) information gain (1)

Papers

When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? ICML 2025 Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020