Reasoning

Constraint-Driven Learning of Logic Programs AAAI 2021 Context-aware Entity Typing in Knowledge Graphs EMNLP 2021 Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) AAAI 2021 Contextual Conditional Reasoning AAAI 2021 Conversational Neuro-Symbolic Commonsense Reasoning AAAI 2021 Convolutional Hypercomplex Embeddings for Link Prediction ACML 2021 Counterfactual Mean Embeddings JMLR 2021 Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021 CovRelex: A COVID-19 Retrieval System with Relation Extraction EACL 2021 DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021 DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021 Data-Driven Abstraction of Monotone Systems L4DC 2021 Decomposition-Guided Reductions for Argumentation and Treewidth IJCAI 2021 Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras AAAI 2021 DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021 Defining the Semantics of Abstract Argumentation Frameworks through Logic Programs and Partial Stable Models (Extended Abstract) IJCAI 2021 Dependency in DAG models with hidden variables UAI 2021 Dependency parsing with structure preserving embeddings EACL 2021 Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty AAAI 2021 Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021 Differentiable Causal Discovery Under Unmeasured Confounding AISTATS 2021 Differentiable Inductive Logic Programming for Structured Examples AAAI 2021 Differentiable Open-Ended Commonsense Reasoning NAACL 2021 Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021