Enriching a Fashion Knowledge Graph from Product Textual Descriptions

no code implementations • 2 Jun 2022 • João Barroca, Abhishek Shivkumar, Beatriz Quintino Ferreira, Evgeny Sherkhonov, João Faria

We use a transfer learning based approach to train an NER module on a small amount of manually labeled data, followed by an EL module that links the previously identified named entities to the appropriate entities within the FKG.

Entity Linking Knowledge Graphs +4

A Hierarchical Deep Learning Natural Language Parser for Fashion

no code implementations • 25 Jun 2018 • José Marcelino, João Faria, Luís Baía, Ricardo Gamelas Sousa

This work presents a hierarchical deep learning natural language parser for fashion.

A Unified Model with Structured Output for Fashion Images Classification

1 code implementation • 25 Jun 2018 • Beatriz Quintino Ferreira, Luís Baía, João Faria, Ricardo Gamelas Sousa

A picture is worth a thousand words.

Classification General Classification +1