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https://doi.org/10.33011/compu...
Article . 2021 . Peer-reviewed
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Advances in Low-Resource and Endangered Languages

Authors: Evelyne Tzoukermann; Jason D. Duncan; Caitlin Christianson; Boyan Onyshkevych;

Advances in Low-Resource and Endangered Languages

Abstract

This paper reports on the approaches and results for the collection, analysis, and processing of low-resource and endangered languages carried out under the Low-Resource Languages for Emergent Incidents (LORELEI) Program1. LORELEI was a multi-year research and development program designed to discover new methods of quickly ramping up human language technology capabilities for low-resource languages, grounded in situations such as humanitarian and disaster relief use cases. The goal was to advance human language technology methods to better enable rapid, low-cost development of capabilities, with a focus on developing methods that apply to languages of any type from any language family, thus eliminating the need to tailor specific technologies to a narrow set of input languages with specific typological characteristics. We report in detail on evaluation scenarios developed for the program.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
bronze