216 citations · 514 across the 35 of their papers we have counts for
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cs.CL2016
Tracing metaphors in time through self-distance in vector spaces
Marco Del Tredici, Malvina Nissim, Andrea Zaninello
From a diachronic corpus of Italian, we build consecutive vector spaces in time and use them to compare a term's cosine similarity to itself in different time spans. We assume that…
cs.CL2016
When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter
Barbara Plank, Malvina Nissim
We bootstrap a state-of-the-art part-of-speech tagger to tag Italian Twitter data, in the context of the Evalita 2016 PoSTWITA shared task. We show that training the tagger on nati…
cs.CL2016★ 13 cited
Distant supervision for emotion detection using Facebook reactions
Chris Pool, Malvina Nissim
We exploit the Facebook reaction feature in a distant supervised fashion to train a support vector machine classifier for emotion detection, using several feature combinations and…