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Pretrained Transformers for Simple Question Answering over Knowledge Graphs
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Author(s):
Denis Lukovnikov
,
Asja Fischer
,
Jens Lehmann
Publication date
(Online):
October 17 2019
Publisher:
Springer International Publishing
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Freebase
Kurt Bollacker
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Colin Evans
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Praveen Paritosh
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(2008)
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Multi-Task Deep Neural Networks for Natural Language Understanding
Xiaodong Liu
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Pengcheng He
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Weizhu Chen
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(2019)
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Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level
Denis Lukovnikov
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Asja Fischer
,
Jens Lehmann
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(2017)
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Book Chapter
Publication date (Print):
2019
Publication date (Online):
October 17 2019
Pages
: 470-486
DOI:
10.1007/978-3-030-30793-6_27
SO-VID:
f2fca2f0-0eb8-4a6d-b249-3db4f32bb8e4
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Book chapters
pp. 3
Decentralized Indexing over a Network of RDF Peers
pp. 21
Datalog Materialisation in Distributed RDF Stores with Dynamic Data Exchange
pp. 38
How to Make Latent Factors Interpretable by Feeding Factorization Machines with Knowledge Graphs
pp. 57
Observing LOD Using Equivalent Set Graphs: It Is Mostly Flat and Sparsely Linked
pp. 75
Optimizing Horn- $$\mathcal {SHIQ}$$ Reasoning for OBDA
pp. 93
Using a KG-Copy Network for Non-goal Oriented Dialogues
pp. 110
Canonicalizing Knowledge Base Literals
pp. 128
Bag Semantics of DL-Lite with Functionality Axioms
pp. 145
Validating Shacl Constraints over a Sparql Endpoint
pp. 164
Mapping Factoid Adjective Constraints to Existential Restrictions over Knowledge Bases
pp. 182
Mining Significant Maximum Cardinalities in Knowledge Bases
pp. 200
HapPenIng: Happen, Predict, Infer—Event Series Completion in a Knowledge Graph
pp. 219
Uncovering the Semantics of Wikipedia Categories
pp. 237
Qsearch: Answering Quantity Queries from Text
pp. 258
A Worst-Case Optimal Join Algorithm for SPARQL
pp. 276
Knowledge Graph Consolidation by Unifying Synonymous Relationships
pp. 293
Skyline Queries over Knowledge Graphs
pp. 311
Detecting Influences of Ontology Design Patterns in Biomedical Ontologies
pp. 329
Popularity-Driven Ontology Ranking Using Qualitative Features
pp. 347
Incorporating Literals into Knowledge Graph Embeddings
pp. 364
Extracting Novel Facts from Tables for Knowledge Graph Completion
pp. 382
Difficulty-Controllable Multi-hop Question Generation from Knowledge Graphs
pp. 399
Type Checking Program Code Using SHACL
pp. 418
Decentralized Reasoning on a Network of Aligned Ontologies with Link Keys
pp. 435
Ontology Completion Using Graph Convolutional Networks
pp. 453
Non-parametric Class Completeness Estimators for Collaborative Knowledge Graphs—The Case of Wikidata
pp. 470
Pretrained Transformers for Simple Question Answering over Knowledge Graphs
pp. 487
Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs
pp. 505
THOTH: Neural Translation and Enrichment of Knowledge Graphs
pp. 523
Entity Enabled Relation Linking
pp. 539
SHACL Constraints with Inference Rules
pp. 558
Query-Based Entity Comparison in Knowledge Graphs Revisited
pp. 576
Anytime Large-Scale Analytics of Linked Open Data
pp. 593
Absorption-Based Query Answering for Expressive Description Logics
pp. 612
TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs
pp. 630
Unsupervised Discovery of Corroborative Paths for Fact Validation
pp. 647
RDF Explorer: A Visual SPARQL Query Builder
pp. 664
Capturing Semantic and Syntactic Information for Link Prediction in Knowledge Graphs
pp. 680
A Framework for Evaluating Snippet Generation for Dataset Search
pp. 698
Summarizing News Articles Using Question-and-Answer Pairs via Learning
pp. 716
Product Classification Using Microdata Annotations
pp. 733
Truthful Mechanisms for Multi Agent Self-interested Correspondence Selection
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