1.5k citations · 1.7k across the 19 of their papers we have counts for
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cs.CL2015★ 7 cited
Boosting Named Entity Recognition with Neural Character Embeddings
Cicero Nogueira dos Santos, Victor Guimarães
Most state-of-the-art named entity recognition (NER) systems rely on handcrafted features and on the output of other NLP tasks such as part-of-speech (POS) tagging and text chunkin…
cs.CL2015★ 113 cited
Classifying Relations by Ranking with Convolutional Neural Networks
Cicero Nogueira dos Santos, Bing Xiang, Bowen Zhou
Relation classification is an important semantic processing task for which state-ofthe-art systems still rely on costly handcrafted features. In this work we tackle the relation cl…