Knowledge & Reasoning

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020 LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020 Lifted Fact-Alternating Mutex Groups and Pruned Grounding of Classical Planning Problems AAAI 2020 Lifting Preferences over Alternatives to Preferences over Sets of Alternatives: The Complexity of Recognizing Desirable Families of Sets AAAI 2020 Link Prediction between Group Entities in Knowledge Graphs (Student Abstract) AAAI 2020 Liveness Verification of Stateful Network Functions NSDI 2020 Local Causal Network Learning for Finding Pairs of Total and Direct Effects JMLR 2020 Logical Inferences with Comparatives and Generalized Quantifiers ACL 2020 Logic Constrained Pointer Networks for Interpretable Textual Similarity IJCAI 2020 Logics for Sizes with Union or Intersection AAAI 2020 Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020 LowFER: Low-rank Bilinear Pooling for Link Prediction ICML 2020 LTLƒ Synthesis with Fairness and Stability Assumptions AAAI 2020 Machine Reasoning: Technology, Dilemma and Future EMNLP 2020 MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020 Measuring Information Propagation in Literary Social Networks EMNLP 2020 Measuring Systematic Generalization in Neural Proof Generation with Transformers NeurIPS 2020 MeDIL: A Python Package for Causal Modelling PGM 2020 Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects NeurIPS 2020 Model-Based Diagnosis with Uncertain Observations AAAI 2020 Model Checking Temporal Epistemic Logic under Bounded Recall AAAI 2020 Modelling and Annotating Interlinear Glossed Text from 280 Different Endangered Languages as Linked Data with LIGT COLING 2020 Model-theoretic Characterizations of Existential Rule Languages IJCAI 2020 More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL 2020 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020