Text Generation: Next Word Prediction

2021 ◽  
pp. 279-300
Author(s):  
Akshay Kulkarni ◽  
Adarsha Shivananda ◽  
Anoosh Kulkarni
1992 ◽  
Vol 8 (4) ◽  
pp. 304-311 ◽  
Author(s):  
Alan Newell ◽  
John Arnott ◽  
Lynda Booth ◽  
William Beattie ◽  
Bernadette Brophy ◽  
...  

2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Khrystyna Shakhovska ◽  
Iryna Dumyn ◽  
Natalia Kryvinska ◽  
Mohan Krishna Kagita

Text generation, in particular, next-word prediction, is convenient for users because it helps to type without errors and faster. Therefore, a personalized text prediction system is a vital analysis topic for all languages, primarily for Ukrainian, because of limited support for the Ukrainian language tools. LSTM and Markov chains and their hybrid were chosen for next-word prediction. Their sequential nature (current output depends on previous) helps to successfully cope with the next-word prediction task. The Markov chains presented the fastest and adequate results. The hybrid model presents adequate results but it works slowly. Using the model, user can generate not only one word but also a few or a sentence or several sentences, unlike T9.


CounterText ◽  
2015 ◽  
Vol 1 (3) ◽  
pp. 348-365 ◽  
Author(s):  
Mario Aquilina

What if the post-literary also meant that which operates in a literary space (almost) devoid of language as we know it: for instance, a space in which language simply frames the literary or poetic rather than ‘containing’ it? What if the countertextual also meant the (en)countering of literary text with non-textual elements, such as mathematical concepts, or with texts that we would not normally think of as literary, such as computer code? This article addresses these issues in relation to Nick Montfort's #!, a 2014 print collection of poems that presents readers with the output of computer programs as well as the programs themselves, which are designed to operate on principles of text generation regulated by specific constraints. More specifically, it focuses on two works in the collection, ‘Round’ and ‘All the Names of God’, which are read in relation to the notions of the ‘computational sublime’ and the ‘event’.


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