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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Scene Graph Modification Based on Natural Language Commands EMNLP 2020 Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020 SEEK: Segmented Embedding of Knowledge Graphs ACL 2020 Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020 Semantic Image Manipulation Using Scene Graphs CVPR 2020 Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020 Sparse Graphical Memory for Robust Planning NeurIPS 2020 SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020 Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020 Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation COLING 2020 Switch-List Representations in a Knowledge Compilation Map IJCAI 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020 Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020 TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020 TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation COLING 2020 TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration COLING 2020 The Value of Paraphrase for Knowledge Base Predicates AAAI 2020 Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL 2020 Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets AAAI 2020 Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 Towards Understanding Gender Bias in Relation Extraction ACL 2020 Towards Universal Languages for Tractable Ontology Mediated Query Answering AAAI 2020 TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020 TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure IJCAI 2020