Publication: Aligning Knowledge Base and Document Embedding Models using Regularized Multi-Task Learning
Aligning Knowledge Base and Document Embedding Models using Regularized Multi-Task Learning
Date
Date
Date
Citations
Baumgartner, M., Zhang, W., Paudel, B., Dell’Aglio, D., Chen, H., & Bernstein, A. (2018). Aligning Knowledge Base and Document Embedding Models using Regularized Multi-Task Learning (No. 11136). 11136, 21–37. https://doi.org/10.1007/978-3-030-00671-6_2
Abstract
Abstract
Abstract
Knowledge Bases (KBs) and textual documents contain rich and complementary information about real-world objects, as well as relations among them. While text documents describe entities in freeform, KBs organizes such information in a structured way. This makes these two information representation forms hard to compare and integrate, limiting the possibility to use them jointly to improve predictive and analytical tasks. In this article, we study this problem, and we propose KADE, a solution based on a regularized multi-task learning o
Metrics
Downloads
Views
Additional indexing
Creators (Authors)
- Baumgartner, Matthias
- Zhang, Wen
- Paudel, Bibek
- Dell'Aglio, Daniele
- Chen, Huajun
Event Title
Event Title
Event Title
Event Location
Event Location
Event Location
Event Country
Event Country
Event Country
Event Start Date
Event Start Date
Event Start Date
Event End Date
Event End Date
Event End Date
Page range/Item number
Page range/Item number
Page range/Item number
Page end
Page end
Page end
Item Type
Item Type
Item Type
In collections
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Scope
Scope
Scope
Language
Language
Language
Date available
Date available
Date available
Number
Number
Number
ISBN or e-ISBN
ISBN or e-ISBN
ISBN or e-ISBN
Additional Information
Additional Information
Additional Information
OA Status
OA Status
OA Status
Free Access at
Free Access at
Free Access at
Publisher DOI
Other Identification Number
Other Identification Number
Other Identification Number
Metrics
Downloads
Views
Citations
Baumgartner, M., Zhang, W., Paudel, B., Dell’Aglio, D., Chen, H., & Bernstein, A. (2018). Aligning Knowledge Base and Document Embedding Models using Regularized Multi-Task Learning (No. 11136). 11136, 21–37. https://doi.org/10.1007/978-3-030-00671-6_2
