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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022 SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SemEval 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022 Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment AACL 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 TempEL: Linking Dynamically Evolving and Newly Emerging Entities NeurIPS 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 The Price of Selfishness: Conjunctive Query Entailment for ALCSelf Is 2EXPTIME-Hard AAAI 2022 TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022 TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022