Artificial Intelligence

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables AAAI 2025 Efficient Off-Policy Learning for High-Dimensional Action Spaces ICLR 2025 Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025 Efficient One-shot Compression via Low-Rank Local Feature Distillation NAACL 2025 Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games ICLR 2025 Efficient Optimization Algorithms for Linear Adversarial Training AISTATS 2025 Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning ICLR 2025 Efficient Prompting for Continual Adaptation to Missing Modalities NAACL 2025 Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator EMNLP 2025 EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025 Efficient Quantification of Multimodal Interaction at Sample Level ICML 2025 Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Efficient Reinforcement Learning in Probabilistic Reward Machines AAAI 2025 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025 Efficient Reinforcement Learning with Large Language Model Priors ICLR 2025 Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping ICLR 2025 Efficient Robotic Policy Learning via Latent Space Backward Planning ICML 2025 Efficient Robot Learning via Interaction with Humans AAAI 2025 Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025 Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025