conftrace_

cost-aware learning

9 papers

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Co-occurring keywords · papers mentioning both

active learning (3) large language model (2) bayesian optimization (2) surrogate model (1) annotation cost (1) teacher-student framework (1) pareto optimal (1) cascading bandit (1) intent recognition (1) dialogue system (1)

Papers

CAL-Log: Cost-Aware Active Learning with Logarithmic Cognitive Effort Modeling and Online Adaptation to Human Annotation Behavior ACL 2026 Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NeurIPS 2024 FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024 Learning Only When It Matters: Cost-Aware Long-Tailed Classification AAAI 2024 Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023 CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022 UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification NeurIPS 2022 Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020 Cost-aware Cascading Bandits IJCAI 2018