Knowledge & Reasoning

Semantic Expressive Capacity with Bounded Memory ACL 2019 Semantic graph parsing with recurrent neural network DAG grammars EMNLP 2019 Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019 Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019 Sensitivity Analysis of Linear Structural Causal Models ICML 2019 Simple Conditionals with Constrained Right Weakening IJCAI 2019 Size of Interventional Markov Equivalence Classes in random DAG models AISTATS 2019 Solving Multiagent Planning Problems with Concurrent Conditional Effects AAAI 2019 SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ACL 2019 Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective ACL 2019 Strong Equivalence for Epistemic Logic Programs Made Easy AAAI 2019 Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019 SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations EMNLP 2019 Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019 Synthesizing Environment-Aware Activities via Activity Sketches CVPR 2019 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP 2019 Temporal Planning with Temporal Metric Trajectory Constraints AAAI 2019 TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration EMNLP 2019 The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data NeurIPS 2019 The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures ACL 2019 The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019 Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019 Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019 Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019 Towards Zero-resource Cross-lingual Entity Linking EMNLP 2019