#knowledgegraphembedding search results

#HighCitedPaper #HighViewedPaper 👉A Survey on #KnowledgeGraphEmbedding: Approaches, Applications and Benchmarks👈 by Yuanfei Dai and his team from Fuzhou University @Fuzhou_Uni and Northeastern State University @NSURiverHawks doi.org/10.3390/electr… #Electronics #DeepLearning

ElectronicsMDPI's tweet image. #HighCitedPaper #HighViewedPaper
👉A Survey on #KnowledgeGraphEmbedding: Approaches, Applications and Benchmarks👈
by Yuanfei Dai and his team from Fuzhou University @Fuzhou_Uni and Northeastern State University @NSURiverHawks
doi.org/10.3390/electr…
#Electronics #DeepLearning

Indeed, I share the intuition that this is possible and desireable. As of now, there are a few very interesting frameworks to produce #KnowledgeGraphEmbedding-s but they are tied to a #ML framework instead of being generic in data representation.


Understood. So it is on me to study and bug you with questions. I often wonder if #grakn could be used to implement #knowledgeGraphEmbedding-s. There are quite a few ML frameworks implementing such models but they use internal data structures .. Review?


If you mean #wordembedding models and #knowledgegraph-s then agreed. There is something called "knowledge graph embedding". #KnowledgeGraphEmbedding #KnowledgeGraph #GraphEmbedding See one example and please advise if you have a use case

"Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph" metafactory "integrated #RDF data with vector space models" #knowledgeGraph #wordEmbedding #graphEmbedding bit.ly/2wPxOdB

semanticbeeng's tweet image. "Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph"

metafactory

"integrated #RDF data with vector space models"
#knowledgeGraph
#wordEmbedding
#graphEmbedding

bit.ly/2wPxOdB
semanticbeeng's tweet image. "Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph"

metafactory

"integrated #RDF data with vector space models"
#knowledgeGraph
#wordEmbedding
#graphEmbedding

bit.ly/2wPxOdB


#FoodOn ontology 1. #DistributionalSemantics / #KnowledgeGraphEmbedding for curation and probabilitics representation of knowledge ? 2. #EU #GreenDeal taxonomy for better integration and accountability ? 3. #Land & #agriculture investing ?

"#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability" "taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies" #semantic #ontology #blockchain #food #health #trade

semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade


We are thrilled to share our pre-print entitled "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework” arxiv.org/abs/2006.13365 #knowledgegraphs #machinelearning #benchmarking #AcademicChatter



And #KnowledgeGraphEmbedding-s to benefit from #DistributionalSemantics as well as human domain expertise

Here's an interesting idea: combining LLMs with Knowledge Graphs (KGs). LLMs: - Hallucinate. - Have general knowledge. - Understand natural language. - Do not provide structured responses. KGs: - Do not understand language. - Provide structured responses. - Are accurate and…

miguelgfierro's tweet image. Here's an interesting idea: combining LLMs with Knowledge Graphs (KGs).

LLMs:
- Hallucinate.
- Have general knowledge.
- Understand natural language.
- Do not provide structured responses.

KGs:
- Do not understand language.
- Provide structured responses.
- Are accurate and…


#HighCitedPaper #HighViewedPaper 👉A Survey on #KnowledgeGraphEmbedding: Approaches, Applications and Benchmarks👈 by Yuanfei Dai and his team from Fuzhou University @Fuzhou_Uni and Northeastern State University @NSURiverHawks doi.org/10.3390/electr… #Electronics #DeepLearning

ElectronicsMDPI's tweet image. #HighCitedPaper #HighViewedPaper
👉A Survey on #KnowledgeGraphEmbedding: Approaches, Applications and Benchmarks👈
by Yuanfei Dai and his team from Fuzhou University @Fuzhou_Uni and Northeastern State University @NSURiverHawks
doi.org/10.3390/electr…
#Electronics #DeepLearning

Understood. So it is on me to study and bug you with questions. I often wonder if #grakn could be used to implement #knowledgeGraphEmbedding-s. There are quite a few ML frameworks implementing such models but they use internal data structures .. Review?


If you mean #wordembedding models and #knowledgegraph-s then agreed. There is something called "knowledge graph embedding". #KnowledgeGraphEmbedding #KnowledgeGraph #GraphEmbedding See one example and please advise if you have a use case

"Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph" metafactory "integrated #RDF data with vector space models" #knowledgeGraph #wordEmbedding #graphEmbedding bit.ly/2wPxOdB

semanticbeeng's tweet image. "Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph"

metafactory

"integrated #RDF data with vector space models"
#knowledgeGraph
#wordEmbedding
#graphEmbedding

bit.ly/2wPxOdB
semanticbeeng's tweet image. "Combining RDF Graph Data and Embedding Models for an Augmented Knowledge Graph"

metafactory

"integrated #RDF data with vector space models"
#knowledgeGraph
#wordEmbedding
#graphEmbedding

bit.ly/2wPxOdB


#FoodOn ontology 1. #DistributionalSemantics / #KnowledgeGraphEmbedding for curation and probabilitics representation of knowledge ? 2. #EU #GreenDeal taxonomy for better integration and accountability ? 3. #Land & #agriculture investing ?

"#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability" "taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies" #semantic #ontology #blockchain #food #health #trade

semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade
semanticbeeng's tweet image. "#FoodOn #ontology addresses food product terminology gaps (between silos) and supports #foodtraceability"

"taxonomic structure ... to support intuitive classification of foods facets" + "consistency with related ontologies"

#semantic #ontology #blockchain 
#food #health #trade


We are thrilled to share our pre-print entitled "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework” arxiv.org/abs/2006.13365 #knowledgegraphs #machinelearning #benchmarking #AcademicChatter



Indeed, I share the intuition that this is possible and desireable. As of now, there are a few very interesting frameworks to produce #KnowledgeGraphEmbedding-s but they are tied to a #ML framework instead of being generic in data representation.


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