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This paper reports on our research to generate multilingual semantic lexical resources and develop multilingual semantic annotation software, which assigns each word in running text to a semantic category based on a lexical semantic classification scheme. Such tools have an important role in developing intelligent multilingual NLP, text mining and ICT systems. In this work, we aim to extend an existing English semantic annotation tool to cover a range of languages, namely Italian, Chinese anddoi:10.3115/v1/n15-1137 dblp:conf/naacl/PiaoBDDR15 fatcat:q23zmmwv5naulmrz7xw5t4kzm4