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        <title>LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification</title>
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            <namePart type="given">Marianna</namePart>
            <namePart type="family">Apidianaki</namePart>
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            <namePart type="given">Jonathan</namePart>
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    <abstract>We present LightRel, a lightweight and fast relation classifier. Our goal is to develop a high baseline for different relation extraction tasks. By defining only very few data-internal, word-level features and external knowledge sources in the form of word clusters and word embeddings, we train a fast and simple linear classifier</abstract>
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%0 Conference Proceedings
%T LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification
%A Renslow, Tyler
%A Neumann, Günter
%Y Apidianaki, Marianna
%Y Mohammad, Saif M.
%Y May, Jonathan
%Y Shutova, Ekaterina
%Y Bethard, Steven
%Y Carpuat, Marine
%S Proceedings of the 12th International Workshop on Semantic Evaluation
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F renslow-neumann-2018-lightrel
%X We present LightRel, a lightweight and fast relation classifier. Our goal is to develop a high baseline for different relation extraction tasks. By defining only very few data-internal, word-level features and external knowledge sources in the form of word clusters and word embeddings, we train a fast and simple linear classifier
%R 10.18653/v1/S18-1123
%U https://aclanthology.org/S18-1123
%U https://doi.org/10.18653/v1/S18-1123
%P 778-782

Markdown (Informal)

[LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification](https://aclanthology.org/S18-1123) (Renslow & Neumann, SemEval 2018)

• LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification (Renslow & Neumann, SemEval 2018)

ACL

• Tyler Renslow and Günter Neumann. 2018. LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification. In Proceedings of the 12th International Workshop on Semantic Evaluation, pages 778–782, New Orleans, Louisiana. Association for Computational Linguistics.