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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Instructing Novice Users on How to Use Tools in DIY Projects IJCAI 2018 Interactive Instance-based Evaluation of Knowledge Base Question Answering EMNLP 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018 Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR 2018 Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018 Knowledge Diffusion for Neural Dialogue Generation ACL 2018 Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge Graph Embedding with Numeric Attributes of Entities ACL 2018 Knowledge Representation with Conceptual Spaces COLING 2018 KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents SemEval 2018 Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018 Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge SemEval 2018 Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018 MCDTB: A Macro-level Chinese Discourse TreeBank COLING 2018 Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018 MovieGraphs: Towards Understanding Human-Centric Situations From Videos CVPR 2018 Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018 Multimodal Named Entity Disambiguation for Noisy Social Media Posts ACL 2018 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing EMNLP 2018