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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Few-shot Relational Reasoning via Connection Subgraph Pretraining NeurIPS 2022 Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases COLING 2022 Finite Entailment of Local Queries in the Z Family of Description Logics AAAI 2022 First Order Rewritability in Ontology-Mediated Querying in Horn Description Logics AAAI 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Generative Knowledge Graph Construction: A Review EMNLP 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022 Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022 Graph-based Dynamic Word Embeddings IJCAI 2022 Graph Embeddings for Argumentation Quality Assessment EMNLP 2022 Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022 Guiding Neural Entity Alignment with Compatibility EMNLP 2022 Guiding Neural Story Generation with Reader Models EMNLP 2022 Hands-On Interactive Neuro-Symbolic NLP with DRaiL EMNLP 2022 HEAL: A Knowledge Graph for Distress Management Conversations AAAI 2022 HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022 Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics AAAI 2022 HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022 Identification in Tree-shaped Linear Structural Causal Models AISTATS 2022 Identifying relevant common sense information in knowledge graphs ACL 2022 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022