Knowledge & Reasoning

K-BERT: Enabling Language Representation with Knowledge Graph AAAI 2020 Kernel-based Approach for Learning Causal Graphs from Mixed Data PGM 2020 KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction IJCAI 2020 Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering AAAI 2020 Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020 Knowledge-Enhanced Named Entity Disambiguation for Short Text AACL 2020 Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs COLING 2020 Knowledge-Enriched Visual Storytelling AAAI 2020 Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020 Knowledge Graph Alignment with Entity-Pair Embedding EMNLP 2020 Knowledge-Graph Augmented Word Representations for Named Entity Recognition AAAI 2020 Knowledge Graph Embeddings in Geometric Algebras COLING 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020 Knowledge Graphs meet Moral Values COLING 2020 Knowledge Graph Transfer Network for Few-Shot Recognition AAAI 2020 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020 Knowledge Hypergraphs: Prediction Beyond Binary Relations IJCAI 2020 Knowledge Transfer for Learning Markov Equivalence Classes PGM 2020 Label Enhancement with Sample Correlations via Low-Rank Representation AAAI 2020 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020 Language (Re)modelling: Towards Embodied Language Understanding ACL 2020 Latent Belief Space Motion Planning under Cost, Dynamics, and Intent Uncertainty RSS 2020 Latent Relation Language Models AAAI 2020 LATTE: Latent Type Modeling for Biomedical Entity Linking AAAI 2020 Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge NeurIPS 2020