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Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic. (arXiv:2207.01918v1 [cs.CL])
July 6, 2022, 1:11 a.m. | Vésteinn Snæbjarnarson, Hafsteinn Einarsson
cs.CL updates on arXiv.org arxiv.org
It can be challenging to build effective open question answering (open QA)
systems for languages other than English, mainly due to a lack of labeled data
for training. We present a data efficient method to bootstrap such a system for
languages other than English. Our approach requires only limited QA resources
in the given language, along with machine-translated data, and at least a
bilingual language model. To evaluate our approach, we build such a system for
the Icelandic language and …
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