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Isidora Tourni

2 accepted papers

2021

Cultural and Geographical Influences on Image Translatability of Words across Languages

NAACL 2021long

Neural Machine Translation (NMT) models have been observed to produce poor translations when there are few/no parallel sentences to train the models. In the absence of parallel data, several approaches have turned to the use of images to learn translations. Since images of words, e.g., horse may be…

2021

Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage

EMNLP 2021finding

News media structure their reporting of events or issues using certain perspectives. When describing an incident involving gun violence, for example, some journalists may focus on mental health or gun regulation, while others may emphasize the discussion of gun rights. Such perspectives are called “…

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