rule extraction

Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ACL 2026 RuAG: Learned-rule-augmented Generation for Large Language Models ICLR 2025 Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NeurIPS 2024 Faithful Rule Extraction for Differentiable Rule Learning Models ICLR 2024 Language Models as Inductive Reasoners EACL 2024 Learning Visual Abstract Reasoning through Dual-Stream Networks AAAI 2024 Do Machine Learning Models Learn Statistical Rules Inferred from Data? ICML 2023 Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NeurIPS 2023 Compressed Rule Ensemble Learning AISTATS 2022 Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino EMNLP 2022 Interpretable Random Forests via Rule Extraction AISTATS 2021 When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection EMNLP 2021 Automatic Extraction of Rules Governing Morphological Agreement EMNLP 2020 LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020 Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains EMNLP 2020 From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems EMNLP 2017