Knowledge & Reasoning

Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network AAAI 2020 Unbiased Scene Graph Generation From Biased Training CVPR 2020 Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge Graph COLING 2020 Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL 2020 Use of Claim Graphing and Argumentation Schemes in Biomedical Literature: A Manual Approach to Analysis COLING 2020 Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020 WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020 Weakly Supervised Subevent Knowledge Acquisition EMNLP 2020 Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020 Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia EMNLP 2020 WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ACL 2020 Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract) IJCAI 2020 A2N: Attending to Neighbors for Knowledge Graph Inference ACL 2019 ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019 ABox Abduction via Forgetting in ALC AAAI 2019 Abstracting Causal Models AAAI 2019 A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning IJCAI 2019 A Core Method for the Weak Completion Semantics with Skeptical Abduction (Extended Abstract) IJCAI 2019 Acting and Planning Using Operational Models AAAI 2019 Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP 2019 Adaptive Planning with Evidence Based Prediction for Improved Fluency in Routine Human-Robot Collaborative Tasks AAAI 2019 A General Planning-Based Framework for Goal-Driven Conversation Assistant AAAI 2019 Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP 2019