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But it is also good for multilingual research: on a word's definition page, choosing a language from the left-hand menu brings up the same word in the target language.
As mentioned above, there has been little research in DIF settings for multiple groups scenarios despite large interest in cross-cultural and multilingual research (Fidalgo & Scalon [2010]).
It should be emphasised that whatever approach is adopted, multilingual research (including typology) in SFL emphasises a holistic or an ecologically sensitive approach to the language(s) described.
The need for such a meaning-oriented approach to language, particularly in multilingual research, has also been articulated by experienced functional typologists since the 1960's (cf. Jakobson 1966; Croft 1990; Haspelmath 2010a, b).
In more recent times, the need for a more systematic sampling of texts that are comparable across languages for descriptions and other multilingual research activities have led to further development of the context stratum (see e.g. Matthiessen (2015c) on socio-semiotic processes).
The detailed survey was conducted by multilingual research assistants trained and experienced in qualitative and quantitative data collection techniques.
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For example, language matters, and the methodologies for multilingual survey research in our communities, conducted in the languages we speak, are better able to access a more representative sample.
Thus although intellectual historians have recorded the diffusion of "neuroscientific concepts" through the multilingual medical research literature, few institutional, social, or cultural historians have followed suit by exploring variations in national practices and conditions, or cross-cultural connections.
In the 1990's, further developments in SFL theory and descriptions on English continued to impact on multilingual and typological research.
As Sri Lanka is a multi-religious, multicultural and a multilingual country, any research carried out within the country has to meet certain criteria to satisfy diverse requirements, ethically and otherwise.
In summary, this article encompasses the current research in multilingual probabilistic topic modeling.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com