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    <abstract>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 is an open, multilingual knowledge graph that focuses on general knowledge that relates the meanings of words and phrases. Our submission to SemEval was an update of previous work that builds high-quality, multilingual word embeddings from a combination of ConceptNet and distributional semantics. Our system took first place in both subtasks. It ranked first in 4 out of 5 of the separate languages, and also ranked first in all 10 of the cross-lingual language pairs.</abstract>
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%0 Conference Proceedings
%T ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge
%A Speer, Robyn
%A Lowry-Duda, Joanna
%Y Bethard, Steven
%Y Carpuat, Marine
%Y Apidianaki, Marianna
%Y Mohammad, Saif M.
%Y Cer, Daniel
%Y Jurgens, David
%S Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
%D 2017
%8 August
%I Association for Computational Linguistics
%C Vancouver, Canada
%F speer-lowry-duda-2017-conceptnet
%X 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 is an open, multilingual knowledge graph that focuses on general knowledge that relates the meanings of words and phrases. Our submission to SemEval was an update of previous work that builds high-quality, multilingual word embeddings from a combination of ConceptNet and distributional semantics. Our system took first place in both subtasks. It ranked first in 4 out of 5 of the separate languages, and also ranked first in all 10 of the cross-lingual language pairs.
%R 10.18653/v1/S17-2008
%U https://aclanthology.org/S17-2008
%U https://doi.org/10.18653/v1/S17-2008
%P 85-89

Markdown (Informal)

[ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge](https://aclanthology.org/S17-2008) (Speer & Lowry-Duda, SemEval 2017)

• ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge (Speer & Lowry-Duda, SemEval 2017)

ACL

• Robyn Speer and Joanna Lowry-Duda. 2017. ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), pages 85–89, Vancouver, Canada. Association for Computational Linguistics.