Topic 02: About Domain Specific Knowledge Bases

Product KBs

1. AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types (KDD 2020) [Paper]🌟
2. GoodsKG - a Product Knowledge Graph Project [GitHub]
3. AliCoCo (SIGMOD 2020 Industry Track) [Paper] [Github]🌟
4. Product Knowledge Graph Embedding for E-commerce (WSDM 2020) [Paper]🌟

Product Data Set

1. Web Data Commons - Gold Standard for Product Matching and Product Feature Extraction [Link]

Domain Specific NER

1. Learning Named Entity Tagger using Domain-Specific Dictionary [Paper]
2. A Hybrid Generative/Discriminative Model for Rapid Prototyping of Domain-Specific Named Entity Recognition [Paper]