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Reasoning

2,428 papers (30 classified directly here)

Subtopics

Causal Inference (936) Automated Reasoning (843) Formal Methods (351) Automated Planning (288) Graph Embeddings (215)

Papers per year

11
11
272
299
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Papers (including subtopics)

Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019
A Replication Study of Semantics in Argumentation IJCAI 2019
A Survey on Hierarchical Planning – One Abstract Idea, Many Concrete Realizations IJCAI 2019
Complexity Bounds for the Controllability of Temporal Networks with Conditions, Disjunctions, and Uncertainty (Extended Abstract) IJCAI 2019
Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract) IJCAI 2019
On the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract) IJCAI 2019
Preference Elicitation and Explanation in Iterative Planning IJCAI 2019
Cautious Rule-Based Collective Inference IJCAI 2019
Evolutionary Learning of Existential Rules IJCAI 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning IJCNLP 2019
Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning IJCNLP 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion IJCNLP 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning IJCNLP 2019
Weakly Supervised Multilingual Causality Extraction from Wikipedia IJCNLP 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations IJCNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text IJCNLP 2019
High-Dimensional Poisson Structural Equation Model Learning via $\ell_1$-Regularized Regression JMLR 2019
Logical Explanations for Deep Relational Machines Using Relevance Information JMLR 2019
Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise JMLR 2019
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019
Deep Natural Language Understanding of News Text NAACL 2019
Planning with State Abstractions for Non-Markovian Task Specifications RSS 2019
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias UAI 2019
Efficient Search-Based Weighted Model Integration UAI 2019
Causal Discovery with General Non-Linear Relationships using Non-Linear ICA UAI 2019