Reasoning

PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021 Parameterized Logical Theories AAAI 2021 Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021 Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks AAAI 2021 Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021 Politeness for the Theory of Algebraic Datatypes (Extended Abstract) IJCAI 2021 Polynomial-Time in PDDL Input Size: Making the Delete Relaxation Feasible for Lifted Planning IJCAI 2021 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NeurIPS 2021 Program Synthesis as Dependency Quantified Formula Modulo Theory IJCAI 2021 Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction ICML 2021 Quantification of Resource Production Incompleteness AAAI 2021 RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions AAAI 2021 Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021 Reasoning About Agents That May Know Other Agents’ Strategies IJCAI 2021 Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic IJCAI 2021 Reasoning over Argument-Incomplete AAFs in the Presence of Correlations IJCAI 2021 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias NeurIPS 2021 Relational Gating for ''What If'' Reasoning IJCAI 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 Revealing Hidden Preconditions and Effects of Compound HTN Planning Tasks – A Complexity Analysis AAAI 2021 RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs ICLR 2021 Satisfiability and Algorithms for Non-uniform Random k-SAT AAAI 2021 Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization EMNLP 2021 SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021 Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions IJCAI 2021