Yandi Xia
8 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(3)
β
The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Architectures
(3)
Learning Types Β· Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Techniques
(1)
Understanding
(1)
Keywords
product categorization
(3)
text classification
(3)
named entity recognition
(3)
natural language processing
(2)
attribute extraction
(2)
convolutional neural network
(2)
question answering
(2)
product attribute extraction
(2)
gradient boosting
(1)
query expansion
(1)
image processing
(1)
generative model
(1)
multimodal classification
(1)
imbalanced learning
(1)
cross-modal attention
(1)
attribute value extraction
(1)
bert-based model
(1)
product attribute value identification
(1)
extreme multi-label classification
(1)
label masking
(1)
Papers
A Unified Generative Approach to Product Attribute-Value Identification
ACL 2023
Does Named Entity Recognition Truly Not Scale Up to Real-world Product Attribute Extraction?
EMNLP 2023
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction
ACL 2022
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction
ACL 2022
Multimodal Item Categorization Fully Based on Transformer
ACL 2021
Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models
EACL 2017
Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce
EACL 2017
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network
ACL 2016