Knowledge Graphs

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021 Blindness to Modality Helps Entailment Graph Mining EMNLP 2021 Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia NAACL 2021 Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NeurIPS 2021 COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet EACL 2021 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021 (Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021 Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021 ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NeurIPS 2021 Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021 Context-aware Entity Typing in Knowledge Graphs EMNLP 2021 Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) AAAI 2021 Contrastive Triple Extraction with Generative Transformer AAAI 2021 Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks EACL 2021 Convolutional Hypercomplex Embeddings for Link Prediction ACML 2021 CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021 Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021 COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation NAACL 2021 CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021 Debugging Transient Faults in Data Centers using Synchronized Network-wide Packet Histories NSDI 2021 Device Fabrication Knowledge Extraction from Materials Science Literature AAAI 2021 Distilling Relation Embeddings from Pretrained Language Models EMNLP 2021 Document-level Entity-based Extraction as Template Generation EMNLP 2021