Knowledge Graphs

Multivalent Entailment Graphs for Question Answering EMNLP 2021 Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021 NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021 Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NeurIPS 2021 Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021 Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation ICML 2021 PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021 PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding AAAI 2021 Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021 PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021 Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021 Practical Approach on Implementation of WordNets for South African Languages EACL 2021 Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs NeurIPS 2021 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings JMLR 2021 Question Answering Over Temporal Knowledge Graphs ACL 2021 Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021 ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021 Relation-Aware Neighborhood Matching Model for Entity Alignment AAAI 2021 RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification EMNLP 2021 RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding EACL 2021