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We use referential translation machines (RTMs) for predicting the semantic similarity of text in both STS Core and Cross-lingual STS.RTMs pioneer a language independent approach to all similarity tasks and remove the need to access any task or domain specific information or resource.RTMs become 14th out of 26 submissions in Cross-lingual STS.We also present rankings of various prediction tasks using the performance of RTM in terms of MRAER, a normalized relative absolute error metric.
Ergun Biçici (Fri,) studied this question.