4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.CL2018
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis +2
Word embedding techniques heavily rely on the abundance of training data for individual words. Given the Zipfian distribution of words in natural language texts, a large number of…
cs.CL2017★ 4 cited
Learning Rare Word Representations using Semantic Bridging
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis +2
We propose a methodology that adapts graph embedding techniques (DeepWalk (Perozzi et al., 2014) and node2vec (Grover and Leskovec, 2016)) as well as cross-lingual vector space map…