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Found 5 papers, 4 papers with code
Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
Luminoso participated in the SemEval 2018 task on "Capturing Discriminative Attributes" with a system based on ConceptNet, an open knowledge graph focused on general knowledge.
Ranked #2 on
Relation Extraction
on SemEval 2018 Task 10
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge
This paper describes Luminoso's participation in SemEval 2017 Task 2, "Multilingual and Cross-lingual Semantic Word Similarity", with a system based on ConceptNet.
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
It is designed to represent the general knowledge involved in understanding language, improving natural language applications by allowing the application to better understand the meanings behind the words people use.
An Ensemble Method to Produce High-Quality Word Embeddings (2016)
A currently successful approach to computational semantics is to represent words as embeddings in a machine-learned vector space.
Representing General Relational Knowledge in ConceptNet 5
ConceptNet is a knowledge representation project, providing a large semantic graph that describes general human knowledge and how it is expressed in natural language.
