43 citations · 59 across the 3 of their papers we have counts for
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cs.CL2018★ 15 cited
Named Entity Disambiguation using Deep Learning on Graphs
Alberto Cetoli, Mohammad Akbari, Stefano Bragaglia +2
We tackle \ac{NED} by comparing entities in short sentences with \wikidata{} graphs. Creating a context vector from graphs through deep learning is a challenging problem that has n…
cs.CL2017★ 43 cited
Graph Convolutional Networks for Named Entity Recognition
A. Cetoli, S. Bragaglia, A. D. O'Harney +1
In this paper we investigate the role of the dependency tree in a named entity recognizer upon using a set of GCN. We perform a comparison among different NER architectures and sho…