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07/04/2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Knowledge graph embeddings (KGE) have been extensively studied to embed ...
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06/08/2021
PAM: Understanding Product Images in Cross Product Category Attribute Extraction
Understanding product attributes plays an important role in improving on...
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06/04/2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Automatic extraction of product attribute values is an important enablin...
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06/24/2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Can one build a knowledge graph (KG) for all products in the world? Know...
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04/19/2019
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
Unsupervised relation discovery aims to discover new relations from a gi...
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12/03/2017
Formalizing Interruptible Algorithms for Human over-the-loop Analytics
Traditional data mining algorithms are exceptional at seeing patterns in...
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07/03/2016