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A word n-gram language model is a purely statistical model of language. It has been superseded by recurrent neural network–based models, which have been superseded by large language models. [1] It is based on an assumption that the probability of the next word in a sequence depends only on a fixed size window of previous words.
This is a list of countries by number of languages according to the 22nd edition of Ethnologue (2019). [ 1 ] Papua New Guinea has the largest number of languages in the world.
The following chart lists countries and dependencies along with their capital cities, in English and non-English official language(s). In bold: internationally recognized sovereign states. The 193 member states of the United Nations (UN) Vatican City (administered by the Holy See, a UN observer state), which is generally recognized as a ...
A language that uniquely represents the national identity of a state, nation, and/or country and is so designated by a country's government; some are technically minority languages. (On this page a national language is followed by parentheses that identify it as a national language status.) Some countries have more than one language with this ...
This is a list of official, or otherwise administratively-recognized, languages of sovereign countries, regions, and supra-national institutions. The article also lists lots of languages which have no administrative mandate as an official language, generally describing these as de facto official languages.
Country Region Population Status India Asia 1,367,703,110 [1]: Hindi is one of the two official union languages of India alongside English.Hindi and Urdu (both registers of Hindustani language) are official languages along with 20 others under the Eighth Schedule of Constitution of India.
Figure 1 shows several example sequences and the corresponding 1-gram, 2-gram and 3-gram sequences. Here are further examples; these are word-level 3-grams and 4-grams (and counts of the number of times they appeared) from the Google n-gram corpus. [4] 3-grams ceramics collectables collectibles (55) ceramics collectables fine (130)
The commonly used list of 13 languages can be derived for example from the languages in which the regional public Radio and Television company broadcasts programmes: [218] Since 2017, The Atlas of multilingualism of Dagestan has become available online. [219] Ingushetia – Russian and Ingush are co-official [220]