Yandi Xia
9 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(3)
β
The Questioner
Conferences
ACL (5)
EACL (2)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(4)
product categorization
(3)
named entity recognition
(3)
transfer learning
(2)
product attribute extraction
(2)
image classification
(2)
question answering
(2)
convolutional neural network
(2)
cross-modal attention
(2)
natural language processing
(2)
multimodal learning
(2)
attribute extraction
(2)
bert-based model
(1)
extreme multi-label classification
(1)
label masking
(1)
item categorization
(1)
product attribute value extraction
(1)
knowledge dropout
(1)
product attribute-value identification
(1)
transformer architecture
(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
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction
ACL 2022
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction
ACL 2022
Multimodal Item Categorization Fully Based on Transformer
IJCNLP 2021
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