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In the field of knowledge based systems for natural lan- guage processing, one of the most challenging aims is to use parts of an existing knowledge base for differ- ent …...

In this paper, we discuss different methods which use meta information and richer context that may accompany source language input to improve machine translation quality. We focus on category information …...

AbstractThis paper presents our approach for tackling SemEval-2022 Task 8: Multilingual News Article Similarity. Our experiments show that even by using multi-lingual pre-trained language models (LMs), translating the text into …...