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<?xml version="1.0" standalone="yes"?> <Paper uid="A00-2011"> <Title>Word-for-Word Glossing with Contextually Similar Words</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Many corpus-based machine translation systems require parallel corpora. In this paper, we present a word-for-word glossing algorithm that requires only a source language corpus. To gloss a word, we first identify its similar words that occurred in the same context in a large corpus. We then determine the gloss by maximizing the similarity between the set of contextually similar words and the different translations of the word in a bilingual thesaurus.</Paragraph> </Section> class="xml-element"></Paper>