20 citations · 55 across the 11 of their papers we have counts for
5 papers · 1 filter
Unified Vision-Language Representation Modeling for E-Commerce Same-Style Products Retrieval
Ben Chen, Linbo Jin, Xinxin Wang +3
Same-style products retrieval plays an important role in e-commerce platforms, aiming to identify the same products which may have different text descriptions or images. It can be…
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement
Fuwei Zhang, Zhao Zhang, Xiang Ao +4
Cross-Lingual Information Retrieval (CLIR) aims to rank the documents written in a language different from the user's query. The intrinsic gap between different languages is an ess…
Network Clustering for Multi-task Learning
Dehong Gao, Wenjing Yang, Huiling Zhou +3
The Multi-Task Learning (MTL) technique has been widely studied by word-wide researchers. The majority of current MTL studies adopt the hard parameter sharing structure, where hard…
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval
Dehong Gao, Linbo Jin, Ben Chen +5
In this paper, we address the text and image matching in cross-modal retrieval of the fashion industry. Different from the matching in the general domain, the fashion matching is r…
Deep Hierarchical Classification for Category Prediction in E-commerce System
Dehong Gao, Wenjing Yang, Huiling Zhou +3
In e-commerce system, category prediction is to automatically predict categories of given texts. Different from traditional classification where there are no relations between clas…