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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
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Papers (including subtopics)

Scalable Knowledge Graph Construction from Text Collections EMNLP 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019
Sensitivity Analysis of Linear Structural Causal Models ICML 2019
Recursive Sketches for Modular Deep Learning ICML 2019
Learning Optimal Fair Policies ICML 2019
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding ICML 2019
Model-Based Diagnosis with Multiple Observations IJCAI 2019
Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019
ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions IJCAI 2019
Compilation of Logical Arguments IJCAI 2019
Do You Need Infinite Time? IJCAI 2019
Worst-Case Optimal Querying of Very Expressive Description Logics with Path Expressions and Succinct Counting IJCAI 2019
Comparing Options with Argument Schemes Powered by Cancellation IJCAI 2019
Mixed-World Reasoning with Existential Rules under Active-Domain Semantics IJCAI 2019
Causal Discovery with Cascade Nonlinear Additive Noise Model IJCAI 2019
Chasing Sets: How to Use Existential Rules for Expressive Reasoning IJCAI 2019
Simple Conditionals with Constrained Right Weakening IJCAI 2019
A Tractable, Expressive, and Eventually Complete First-Order Logic of Limited Belief IJCAI 2019
Automatic Verification of FSA Strategies via Counterexample-Guided Local Search for Invariants IJCAI 2019
Data Complexity and Rewritability of Ontology-Mediated Queries in Metric Temporal Logic under the Event-Based Semantics IJCAI 2019
DatalogMTL: Computational Complexity and Expressive Power IJCAI 2019
A Modal Characterization Theorem for a Probabilistic Fuzzy Description Logic IJCAI 2019
Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs IJCAI 2019
Learning Semantic Annotations for Tabular Data IJCAI 2019
Anytime Bottom-Up Rule Learning for Knowledge Graph Completion IJCAI 2019