OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision | 0 | 0.34 | 2022 |
PGE: Robust Product Graph Embedding Learning for Error Detection. | 0 | 0.34 | 2022 |
Machine Knowledge: Creation And Curation Of Comprehensive Knowledge Bases | 1 | 0.35 | 2021 |
The 1st International Workshop on Machine Reasoning: International Machine Reasoning Conference (MRC 2021) | 0 | 0.34 | 2021 |
End-to-End Conversational Search for Online Shopping with Utterance Transfer. | 0 | 0.34 | 2021 |
PAM: Understanding Product Images in Cross Product Category Attribute Extraction | 0 | 0.34 | 2021 |
All You Need to Know to Build a Product Knowledge Graph | 0 | 0.34 | 2021 |
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks | 1 | 0.35 | 2021 |
EX3: Explainable Attribute-aware Item-set Recommendations | 3 | 0.39 | 2021 |
TCN: Table Convolutional Network for Web Table Interpretation | 0 | 0.34 | 2021 |
VLDB 2021: Designing a Hybrid Conference | 0 | 0.34 | 2021 |
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation | 0 | 0.34 | 2021 |
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals | 2 | 0.35 | 2020 |
Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data | 1 | 0.35 | 2020 |
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types | 2 | 0.36 | 2020 |
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation | 1 | 0.35 | 2020 |
Web-scale Knowledge Collection. | 1 | 0.35 | 2020 |
Collective Multi-type Entity Alignment Between Knowledge Graphs | 0 | 0.34 | 2020 |
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages | 0 | 0.34 | 2020 |
AutoBlock - A Hands-off Blocking Framework for Entity Matching. | 0 | 0.34 | 2020 |
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web. | 4 | 0.41 | 2020 |
Winds from Seattle: Database Research Directions. | 0 | 0.34 | 2020 |
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories | 1 | 0.35 | 2020 |
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision | 1 | 0.35 | 2020 |
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks. | 8 | 0.49 | 2019 |
MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps | 1 | 0.34 | 2019 |
Building a Broad Knowledge Graph for Products | 0 | 0.34 | 2019 |
Efficient Knowledge Graph Accuracy Evaluation. | 0 | 0.34 | 2019 |
Linknbed: Multi-Graph Representation Learning With Entity Linkage | 3 | 0.39 | 2018 |
Challenges and innovations in building a product knowledge graph: extended abstract. | 0 | 0.34 | 2018 |
Lessons Learned and Research Agenda for Big Data Integration of Product Specifications. | 0 | 0.34 | 2018 |
OpenTag: Open Attribute Value Extraction from Product Profiles. | 7 | 0.79 | 2018 |
CERES: distantly supervised relation extraction from the semi-structured web | 4 | 0.38 | 2018 |
Challenges and Innovations in Building a Product Knowledge Graph. | 4 | 0.41 | 2018 |
Data Integration and Machine Learning: A Natural Synergy. | 2 | 0.36 | 2018 |
Big Data Integration for Product Specifications. | 0 | 0.34 | 2018 |
Knowledge Verification for LongTail Verticals. | 0 | 0.34 | 2017 |
Knowledge verification for long-tail verticals | 0 | 0.34 | 2017 |
Data Quality: The Role of Empiricism. | 2 | 0.36 | 2017 |
Leave No Valuable Data Behind: The Crazy Ideas and the Business. | 0 | 0.34 | 2016 |
SourceSight: Enabling Effective Source Selection. | 4 | 0.43 | 2016 |
A time machine for information: looking back to look forward | 1 | 0.36 | 2015 |
Robust Group Linkage. | 0 | 0.34 | 2015 |
The elephant in the room: getting value from Big Data | 0 | 0.34 | 2015 |
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources. | 47 | 1.11 | 2015 |
DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web. | 19 | 0.66 | 2015 |
Error Diagnosis and Data Profiling with Data X-Ray | 1 | 0.34 | 2015 |
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources. | 0 | 0.34 | 2015 |
Knowledge Curation and Knowledge Fusion: Challenges, Models and Applications | 2 | 0.38 | 2015 |
DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web. | 0 | 0.34 | 2015 |