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Industry: Government > Regional Government > North America Government > United States Government (0.95)
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Knowledge Graph Completion by Intermediate Variables Regularization
Existing regularization methods merely minimize the norms of embeddings to regularize the model, leading to suboptimal performance.
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.93)
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- Information Technology > Artificial Intelligence > Natural Language (0.93)
- Information Technology > Data Science (0.92)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.46)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Semantic Networks (0.41)
AFoundationModel forZero-shotLogicalQuery Reasoning
EPFO is the average of 9 query types with(,) operators, Negation is the average of 5 query types with the negation operator(). On average, a single ULTRAQUERY model outperforms the best baselines trained specifically on each dataset.
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Technology:
Expanding Holographic Embeddings for Knowledge Completion
Yexiang Xue, Yang Yuan, Zhitian Xu, Ashish Sabharwal
Neural Information Processing Systems http://nips.cc/
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- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
Technology:
SimplE Embedding for Link Prediction in Knowledge Graphs
Seyed Mehran Kazemi, David Poole
Neural Information Processing Systems http://nips.cc/
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- Overview (0.67)
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Probabilistic Logic Neural Networks for Reasoning
Neural Information Processing Systems http://nips.cc/
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- Asia > Middle East > Jordan (0.04)
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- Information Technology > Artificial Intelligence > Natural Language (0.94)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Search (0.73)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
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- North America > Canada > British Columbia > Vancouver (0.04)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Question Answering (0.51)
- Information Technology > Artificial Intelligence > Cognitive Science > Problem Solving (0.34)