Knowledge & Reasoning

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 DanNet2: Extending the coverage of adjectives in DanNet based on thesaurus data (project presentation) EACL 2021 Data-Driven Abstraction of Monotone Systems L4DC 2021 Debugging Transient Faults in Data Centers using Synchronized Network-wide Packet Histories NSDI 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 Device Fabrication Knowledge Extraction from Materials Science Literature 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 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Discrete Reasoning Templates for Natural Language Understanding EACL 2021 Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021 Distilling Relation Embeddings from Pretrained Language Models EMNLP 2021 Distributional Metareasoning for Heuristic Search IJCAI 2021 Document-level Entity-based Extraction as Template Generation EMNLP 2021 Domain adaptation under structural causal models JMLR 2021