conftrace_

rule extraction

14 papers

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Co-occurring keywords

unsupervised learning (3264) unsupervised anomaly detection (47) black-box model (90) decision tree (322) interpretable machine learning (140) text clustering (79) n-gram model (33) morphological agreement (6) language documentation (73) decision rule (16)

Papers

Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ACL 2026
Learning Visual Abstract Reasoning through Dual-Stream Networks AAAI 2024
Language Models as Inductive Reasoners EACL 2024
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NIPS 2024
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NIPS 2023
Do Machine Learning Models Learn Statistical Rules Inferred from Data? ICML 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
Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains EMNLP 2020
Automatic Extraction of Rules Governing Morphological Agreement EMNLP 2020
LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020
From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems EMNLP 2017