5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CL2016
The Effects of Data Size and Frequency Range on Distributional Semantic Models
Magnus Sahlgren, Alessandro Lenci
This paper investigates the effects of data size and frequency range on distributional semantic models. We compare the performance of a number of representative models for several…
cs.CL2016★ 5 cited
Testing APSyn against Vector Cosine on Similarity Estimation
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci +2
In Distributional Semantic Models (DSMs), Vector Cosine is widely used to estimate similarity between word vectors, although this measure was noticed to suffer from several shortco…