conftrace_

rule learning

61 papers

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Co-occurring keywords

inductive logic programming (64) neural network (6616) knowledge graph (1837) knowledge graph embedding (300) interpretable model (158) neuro-symbolic reasoning (74) subgroup discovery (13) knowledge graph completion (240) logic rule (28) neuro-symbolic approach (20)

Papers

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022
Reasoning-Based Learning of Interpretable ML Models IJCAI 2021
Exploratory Analysis of News Sentiment Using Subgroup Discovery EACL 2021
Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection ACL 2021
Neural Sequence-to-grid Module for Learning Symbolic Rules AAAI 2021
Learning Accurate and Interpretable Decision Rule Sets from Neural Networks AAAI 2021
Stratified Rule-Aware Network for Abstract Visual Reasoning AAAI 2021
Frequency Effects on Syntactic Rule Learning in Transformers EMNLP 2021
pRSL: Interpretable multi-label stacking by learning probabilistic rules UAI 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021
Learning Compositional Rules via Neural Program Synthesis NIPS 2020
Relatedness and TBox-Driven Rule Learning in Large Knowledge Bases AAAI 2020
FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses NIPS 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Abstract Rule Based Pattern Learning with Neural Networks AAAI 2020
Evolutionary Learning of Existential Rules IJCAI 2019
Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning AAAI 2019
Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019
Anytime Bottom-Up Rule Learning for Knowledge Graph Completion IJCAI 2019
Scalable Rule Learning via Learning Representation IJCAI 2018
Learning Explanatory Rules from Noisy Data (Extended Abstract) IJCAI 2018
Completeness-aware Rule Learning from Knowledge Graphs IJCAI 2018
Parallel Symmetric Class Expression Learning JMLR 2017
A Bayesian Framework for Learning Rule Sets for Interpretable Classification JMLR 2017