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Inductive logic programming

Papers archive 2025-07-28

archive papers tagged: 153 · with a code link: 54 · where Syntology ran a sample: 12 (11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (12 of 153 tagged: 11 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 153 of 153, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Differentiable Logic Machines
  23 Feb 2021 0 repositories listed
• Inductive logic programming at 30
  21 Feb 2021 0 repositories listed
• Learning logic programs by explaining their failures
  18 Feb 2021 0 repositories listed
• Refinement Type Directed Search for Meta-Interpretive-Learning of Higher-Order Logic Programs
  18 Feb 2021 0 repositories listed
• HySTER: A Hybrid Spatio-Temporal Event Reasoner
  17 Jan 2021 0 repositories listed
• Conflict-driven Inductive Logic Programming
  31 Dec 2020 0 repositories listed
• NSL: Hybrid Interpretable Learning From Noisy Raw Data
  9 Dec 2020 0 repositories listed
• Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
  1 Dec 2020 0 repositories listed
• Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming
  10 Nov 2020 0 repositories listed
• Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification
  1 Nov 2020 0 repositories listed
• Proceedings 36th International Conference on Logic Programming (Technical Communications)
  19 Sep 2020 0 repositories listed
• Induction and Exploitation of Subgoal Automata for Reinforcement Learning
  8 Sep 2020 0 repositories listed
• White-box Induction From SVM Models: Explainable AI with Logic Programming
  9 Aug 2020 0 repositories listed
• Inducing game rules from varying quality game play
  4 Aug 2020 0 repositories listed
• Evaluating the Apperception Engine
  9 Jul 2020 0 repositories listed
• The ILASP system for Inductive Learning of Answer Set Programs
  2 May 2020 0 repositories listed
• Learning large logic programs by going beyond entailment
  21 Apr 2020 0 repositories listed
• Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming
  23 Mar 2020 0 repositories listed
• Turning 30: New Ideas in Inductive Logic Programming
  25 Feb 2020 0 repositories listed
• SMT + ILP
  15 Jan 2020 0 repositories listed
• A logic-based relational learning approach to relation extraction: The OntoILPER system
  13 Jan 2020 0 repositories listed
• Maximal Closed Set and Half-Space Separations in Finite Closure Systems
  13 Jan 2020 0 repositories listed
• One-Shot Induction of Generalized Logical Concepts via Human Guidance
  15 Dec 2019 0 repositories listed
• From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
  13 Dec 2019 0 repositories listed
• Induction of Subgoal Automata for Reinforcement Learning
  29 Nov 2019 0 repositories listed
• REMI: Mining Intuitive Referring Expressions on Knowledge Bases
  4 Nov 2019 0 repositories listed
• Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph
  4 Oct 2019 0 repositories listed
• Induction of Non-monotonic Logic Programs To Explain Statistical Learning Models
  18 Sep 2019 0 repositories listed
• Proceedings 35th International Conference on Logic Programming (Technical Communications)
  17 Sep 2019 0 repositories listed
• Logical reduction of metarules
  25 Jul 2019 0 repositories listed
• Efficient predicate invention using shared "NeMuS"
  15 Jun 2019 0 repositories listed
• Learning Algorithms via Neural Logic Networks
  2 Apr 2019 0 repositories listed
• Increasing city safety awareness regarding disruptive traffic stream
  30 Jan 2019 0 repositories listed
• An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge
  2 Oct 2018 0 repositories listed
• Inductive Learning of Answer Set Programs from Noisy Examples
  25 Aug 2018 0 repositories listed
• Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME
  2 Aug 2018 0 repositories listed
• Learning Probabilistic Logic Programs in Continuous Domains
  15 Jul 2018 0 repositories listed
• Logical Explanations for Deep Relational Machines Using Relevance Information
  2 Jul 2018 0 repositories listed
• Best-Effort Inductive Logic Programming via Fine-grained Cost-based Hypothesis Generation
  10 Jul 2017 0 repositories listed
• Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation
  16 Jun 2017 0 repositories listed
• PrASP Report
  30 Dec 2016 0 repositories listed
• Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs
  20 Dec 2016 0 repositories listed
• Deeply Semantic Inductive Spatio-Temporal Learning
  9 Aug 2016 0 repositories listed
• Iterative Learning of Answer Set Programs from Context Dependent Examples
  5 Aug 2016 0 repositories listed
• Generation of Near-Optimal Solutions Using ILP-Guided Sampling
  3 Aug 2016 0 repositories listed
• Learning Weak Constraints in Answer Set Programming
  23 Jul 2015 0 repositories listed
• SkILL - a Stochastic Inductive Logic Learner
  2 Jun 2015 0 repositories listed
• Consensus-Based Modelling using Distributed Feature Construction
  11 Sep 2014 0 repositories listed
• Imparo is complete by inverse subsumption
  14 Jul 2014 0 repositories listed
• E-Generalization Using Grammars
  28 Mar 2014 0 repositories listed
• Inductive Logic Boosting
  25 Feb 2014 0 repositories listed
• Post-Proceedings of the First International Workshop on Learning and Nonmonotonic Reasoning
  19 Nov 2013 0 repositories listed
• kLog: A Language for Logical and Relational Learning with Kernels
  17 May 2012 0 repositories listed