Representation

Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes IJCAI 2021 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021 Learning Instance-Level N-Ary Semantic Knowledge At Scale For Robots Operating in Everyday Environments RSS 2021 Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ACL 2021 Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph EMNLP 2021 Learning Prototypical Functions for Physical Artifacts ACL 2021 Learning Term Embeddings for Lexical Taxonomies AAAI 2021 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021 Low-Rank Subspaces for Unsupervised Entity Linking EMNLP 2021 Low Resource Quadratic Forms for Knowledge Graph Embeddings EMNLP 2021 Maintenance of Social Commitments in Multiagent Systems AAAI 2021 MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces AAAI 2021 MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021 Mining EL Bases with Adaptable Role Depth AAAI 2021 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021 Modeling Entity Knowledge for Fact Verification EMNLP 2021 Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 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 NEO: A System for Identifying New Emerging Occupation from Job Ads AAAI 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