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UKPLab avatar

UKPLab/starsem18-multimodalKB

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36 stars·9 forks·Python·Apache-2.0·3 views

Starsem18 MultimodalKB

Current methods for knowledge graph (KG) representation learning focus solely on the structure of the KG and do not exploit any kind of external information, such as visual and linguistic information corresponding to the KG entities. In this paper, we propose a multimodal translation-based…

Features

  • Knowledge Graphs - Translation-based approach for knowledge graph representation learning.

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Frequently asked questions

What does ukplab/starsem18-multimodalkb do?

Current methods for knowledge graph (KG) representation learning focus solely on the structure of the KG and do not exploit any kind of external information, such as visual and linguistic information corresponding to the KG entities. In this paper, we propose a multimodal translation-based…

What are the main features of ukplab/starsem18-multimodalkb?

The main features of ukplab/starsem18-multimodalkb are: Knowledge Graphs.

What are some open-source alternatives to ukplab/starsem18-multimodalkb?

Open-source alternatives to ukplab/starsem18-multimodalkb include: awslabs/dgl-ke — High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings. dstlry/dstlr — scalable knowledge graph construction from unstructured text. facebookresearch/blink — Entity Linker solution. fighting41love/causaldataset. ivendrov/order-embedding — Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language". accenture/ampligraph — Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org.