Unifying Structure and Language Semantic for Efficient Contrastive Knowledge Graph Completion with Structured Entity Anchors

no code implementations • 7 Nov 2023 • Sang-hyun Je, Wontae Choi, Kwangjin Oh

In recent, pre-trained language model (PLM) based methods that utilize both textual and structural information are emerging, but their performances lag behind state-of-the-art (SOTA) structure-based methods or some methods lose their inductive inference capabilities in the process of fusing structure embedding to text encoder.

Contrastive Learning Knowledge Graph Completion +2

e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce

no code implementations • 1 Jul 2022 • Wonyoung Shin, Jonghun Park, Taekang Woo, Yongwoo Cho, Kwangjin Oh, Hwanjun Song

Understanding vision and language representations of product content is vital for search and recommendation applications in e-commerce.

Attribute Attribute Extraction +3