36 citations · 98 across the 23 of their papers we have counts for
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cs.CL2017
Insights into Analogy Completion from the Biomedical Domain
Denis Newman-Griffis, Albert M Lai, Eric Fosler-Lussier
Analogy completion has been a popular task in recent years for evaluating the semantic properties of word embeddings, but the standard methodology makes a number of assumptions abo…
cs.CL2017★ 4 cited
Second-Order Word Embeddings from Nearest Neighbor Topological Features
Denis Newman-Griffis, Eric Fosler-Lussier
We introduce second-order vector representations of words, induced from nearest neighborhood topological features in pre-trained contextual word embeddings. We then analyze the eff…