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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective ACL 2019 Structured Bayesian Networks: From Inference to Learning with Routes AAAI 2019 SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations EMNLP 2019 Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019 Synthesizing Environment-Aware Activities via Activity Sketches CVPR 2019 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP 2019 The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures ACL 2019 Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019 Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019 Towards Zero-resource Cross-lingual Entity Linking EMNLP 2019 Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach AAAI 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019 Triple Classification Using Regions and Fine-Grained Entity Typing AAAI 2019 TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019 Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019 Understanding Actors and Evaluating Personae with Gaussian Embeddings AAAI 2019 Using Graphs for Word Embedding with Enhanced Semantic Relations EMNLP 2019 Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH ACL 2019 VerbNet Representations: Subevent Semantics for Transfer Verbs ACL 2019 Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ACL 2019 Worst-Case Optimal Querying of Very Expressive Description Logics with Path Expressions and Succinct Counting IJCAI 2019 Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018 A Knowledge-Grounded Multimodal Search-Based Conversational Agent EMNLP 2018 AMR Parsing as Graph Prediction with Latent Alignment ACL 2018