450 citations · 715 across the 18 of their papers we have counts for
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cs.CL2017★ 10 cited
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli +1
Lexical ambiguity can impede NLP systems from accurate understanding of semantics. Despite its potential benefits, the integration of sense-level information into NLP systems has r…
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…