A more recent dataset, denoted MEN (Bruni et al., 2014) consists of 3,000 word pairs, where a specific relatedness measure was used to enrich the data with related pairs.
these two larger datasets are potentially biased in favor of the relatedness algorithm or lexical resource used in their development.