Qingheng Zhang
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Applications · Data Science & Analytics
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Keywords
information retrieval
(3)
semantic embedding
(2)
knowledge graph embedding
(2)
entity alignment
(2)
embedding learning
(1)
information extraction
(1)
text generation
(1)
attribute extraction
(1)
semantic indexing
(1)
out-of-distribution detection
(1)
downstream task
(1)
retrieval-augmented generation
(1)
bootstrap learning
(1)
structured representation
(1)
contrastive training
(1)
e-commerce platform
(1)
product search
(1)
retrieval-based method
(1)
product attribute value identification
(1)
hard negative sampling
(1)
Papers
GSID: Generative Semantic Indexing for E-Commerce Product Understanding
EMNLP 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
EMNLP 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification
ACL 2025
Multi-view Knowledge Graph Embedding for Entity Alignment
IJCAI 2019
Bootstrapping Entity Alignment with Knowledge Graph Embedding
IJCAI 2018