information acquisition

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition CVPR 2025 From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? ICML 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 Buying Information for Stochastic Optimization ICML 2023 Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model ICML 2023 Nonstationary Bandit Learning via Predictive Sampling AISTATS 2023 Online Mechanism Design for Information Acquisition ICML 2023 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 The Value of Information When Deciding What to Learn NeurIPS 2021 Online Pandora’s Boxes and Bandits AAAI 2019 Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NeurIPS 2016 Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013 Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NeurIPS 2009