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Career

· Amazon

Publications (40)

OpenTag: Open Attribute Value Extraction from Product Profiles
Knowledge Discovery and Data Mining · 2018
210
cited
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks
Knowledge Discovery and Data Mining · 2019
172
cited
The Seattle Report on Database Research
SIGMOD record · 2020
118
cited
OpenCeres: When Open Information Extraction Meets the Semi-Structured Web
North American Chapter of the Association for Computational Linguistics · 2019
76
cited
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
Knowledge Discovery and Data Mining · 2020
74
cited
Challenges and Innovations in Building a Product Knowledge Graph
Knowledge Discovery and Data Mining · 2018
72
cited
Mining Summaries for Knowledge Graph Search
Industrial Conference on Data Mining · 2016
72
cited
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web
Proceedings of the VLDB Endowment · 2018
68
cited
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories
Annual Meeting of the Association for Computational Linguistics · 2020
68
cited
TCN: Table Convolutional Network for Web Table Interpretation
The Web Conference · 2021
64
cited
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
Annual Meeting of the Association for Computational Linguistics · 2021
62
cited
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages
Annual Meeting of the Association for Computational Linguistics · 2020
61
cited
Efficient Knowledge Graph Accuracy Evaluation
Proceedings of the VLDB Endowment · 2019
60
cited
Collective Multi-type Entity Alignment Between Knowledge Graphs
The Web Conference · 2020
57
cited
Knowledge Graphs: Introduction, History and, Perspectives
The AI Magazine · 2022
56
cited
AutoBlock: A Hands-off Blocking Framework for Entity Matching
Web Search and Data Mining · 2019
51
cited
LinkNBed: Multi-Graph Representation Learning with Entity Linkage
Annual Meeting of the Association for Computational Linguistics · 2018
45
cited
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Knowledge Discovery and Data Mining · 2020
38
cited
PAM: Understanding Product Images in Cross Product Category Attribute Extraction
Knowledge Discovery and Data Mining · 2021
38
cited
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals
Knowledge Discovery and Data Mining · 2020
33
cited
Sotabase
Luna Dong | Researcher Profile | Sotabase | Sotabase