constraint learning

Learning and Enforcing Context-Sensitive Control for LLMs ACL 2025 Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification EMNLP 2024 What Are the Rules? Discovering Constraints from Data AAAI 2024 Learning Shared Safety Constraints from Multi-task Demonstrations NeurIPS 2023 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 Constrained Multi-Task Learning for Bridging Resolution ACL 2022 Interactively Learning Preference Constraints in Linear Bandits ICML 2022 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021 Constraint-Driven Learning of Logic Programs AAAI 2021 Democratizing Constraint Satisfaction Problems through Machine Learning AAAI 2021 Inverse Constrained Reinforcement Learning ICML 2021 Learning Constraints and Descriptive Segmentation for Subevent Detection EMNLP 2021 Lifting Symmetry Breaking Constraints with Inductive Logic Programming IJCAI 2021 On exploration requirements for learning safety constraints L4DC 2021 Safe Reinforcement Learning with Linear Function Approximation ICML 2021 A Constraint-Based Approach to Learning and Explanation AAAI 2020 Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020 Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation AAAI 2020 On Irrelevant Literals in Pseudo-Boolean Constraint Learning IJCAI 2020 Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations CoRL 2020 Acquiring Integer Programs from Data IJCAI 2019 Learning Parametric Constraints in High Dimensions from Demonstrations CoRL 2019 Safe Exploration for Interactive Machine Learning NeurIPS 2019 Learning SMT(LRA) Constraints using SMT Solvers IJCAI 2018 Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ACL 2017