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What is "Typological Diversity" in NLP? [PDF]

open access: yesarXiv
The NLP research community has devoted increased attention to languages beyond English, resulting in considerable improvements for multilingual NLP. However, these improvements only apply to a small subset of the world's languages. Aiming to extend this, an increasing number of papers aspires to enhance generalizable multilingual performance across ...
arxiv  

A Principled Framework for Evaluating on Typologically Diverse Languages [PDF]

open access: yesarXiv
Beyond individual languages, multilingual natural language processing (NLP) research increasingly aims to develop models that perform well across languages generally. However, evaluating these systems on all the world's languages is practically infeasible. To attain generalizability, representative language sampling is essential.
arxiv  

A Typology of Social Entrepreneurs: Motives, search Processes and Ethical Challenges

open access: yes, 2009
S. Zahra   +3 more
semanticscholar   +1 more source

A laypeople's typology of cosmetic surgeries using cluster analysis. [PDF]

open access: yesSci Rep
Krywuczky F   +3 more
europepmc   +1 more source

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